Reinforcement Learning for Stock Trading

Rophence Ojiambo & Anusha Kumar

1 Introduction

1.1 Learning by Reward

Imagine you are trying to train a group of monkeys to play basketball. Every time a monkey makes a successful shot, you give it a banana. If the monkey misses the shot, you do not give it a banana. Over time, the monkeys start to associate making successful shots with receiving a banana and start to develop strategies to improve their chances of making a successful shot, such as passing the ball to a teammate or practicing their aim.

Better still, Imagine you are training a robot to do laundry. You set up a reinforcement learning algorithm where the robot receives a positive reward (high five) when it successfully sorts the clothes, adds the correct amount of detergent, and washes the clothes without damaging them. The robot receives a negative reward (no high five) if it damages the clothes, spills detergent, or makes a mistake in the sorting process. At first, the robot has no idea how to do laundry.

It may accidentally mix whites and colors or add too much detergent, resulting in negative rewards. However, through trial and error, the robot gradually learns the correct sequence of actions to take when doing laundry. As the robot continues to do laundry over time, the robot starts to associate successfully washing and drying laundry with receiving a high-five and starts to optimize its laundry skills to maximize the chances of getting a high-five. It refines its strategy and learns to adapt to several types of fabrics and stains. It may adjust the water temperature, or the amount of detergent based on the type of fabric being washed or selecting the correct cycle.

Over time, the robot becomes your skilled laundry assistant, capable of doing laundry efficiently and effectively. Now imagine that you change the scenario by adding a new type of fabric or stain that the robot has never encountered before. The robot may initially struggle to determine the correct cycle or water temperature or detergent amount to use. However, by experimenting with different settings and observing the results, the robot can learn to adjust its strategy to handle the new fabric or stain type. These are just a few examples of reinforcement learning. The robot/monkeys are the agents, the shot/laundry task are the actions, the banana/high-five are the rewards, and the association between the action and the reward is the policy. By using a reward signal to guide the agents’ behavior, you can train them to learn a specific task or behavior. This also demonstrates how reinforcement learning algorithms can adapt to new and unexpected situations, even in complex tasks like doing laundry.

1.2 Stock Trading

How can we teach a 10-year-old to trade stocks? First of all, we start with basics of risks and rewards. Tell them to forget about lemonade stands and allowance money, we are talking real cash here. Let them imagine playing a game where they get to buy and sell imaginary items, like Pokemon cards or Beanie Babies. They should want to buy low and sell high to make a profit, just like in real life. The game is called RL, that's right, it stands for "Real" Life and the stakes are high, but the rewards can be even higher.

Now, here’s where things get tricky. RL isn’t like other games where they can just hit “reset” and start over if you mess up. They have to learn from their mistakes and make smarter choices next time. So, one should do their research, pay attention to trends, and don’t be afraid to take risks (but not too many!). It’s all about balancing risk and reward, just like in RL.

In the world of stock trading, timing is everything. It is no secret that the stock market is unpredictable, with prices rising and falling based on everything from global events to social media trends. Recently, stocks like Bitcoin, Dogecoin, GameStop and Tesla have captured the attention of investors and the public alike[1]. Whether it is buying low and selling high or knowing when to hold onto a stock for the long term, making the right decision can mean the difference between profit and loss. But how can traders stay on top of market trends and make informed decisions in such a volatile environment? Is it possible to automate trading entirely for traders who want to trade 24/7 but do not want to be glued to their screens all the time? One answer is reinforcement learning, a form of machine learning that trains algorithms to learn from past actions and outcomes and make better decisions over time[2,3]. In this project, we will explore the application of reinforcement learning in stock trading and how this can potentially change the way we think about financial investment decisions.

2 What is Reinforcement Learning?

Reinforcement learning (RL) is a type of machine learning algorithm that enables an agent to learn how to make decisions based on rewards and punishments. It involves an agent interacting with an environment, taking actions, receiving feedback, and adjusting its behavior based on that feedback[3]. The goal of RL is to optimize the agent’s behavior to maximize the cumulative reward it receives over time. RL algorithms are used in various applications such as robotics, gaming, finance, and natural language processing[47]. RL is based on the concept of trial and error. We can consider an individual placed in an unfamiliar environment. Initially, mistakes may occur, but through learning from them, they can avoid repeating them in the future when faced with similar circumstances. RL employs a similar approach in training its model, whereby the agent tries different actions and observes the resulting rewards or punishments, and then adjusts its behavior to maximize the expected reward in the future.

2.1 Mathematical Nature of Reinforcement Learning

We can illustrate the nature of reinforcement learning as follows: at each sequence of discrete time points (or steps), with t = 0, 1, 2, 3, etc., the agent and environment interact. The agent receives information about the environment’s state, \(s_t\) within S, at each time point/step, t, where S represents the set of possible states, which on this basis, selects an action from A(\(s_t\)), the set of actions to choose from. The agent receives the numerical reward within R, and then finds itself under a new state[8]. The diagram below illustrates this process:


The agent-environment interaction in RL framework (Source: Sutton and Barto, 2018)


The goal of reinforcement learning (RL) can be summarized as finding a policy that maximizes the expected cumulative reward over a sequence of interactions between an agent and its environment. Mathematically, this can be expressed as:

\[\boldsymbol{maximize~ E[R] = \max_{\pi} E\left[\sum_{t=0}^{\infty} \gamma^t r_t\right]}\]

where \(\boldsymbol{E[R]}\) is the expected cumulative reward, \(\boldsymbol{\gamma}\) is the discount factor (\(0 \leq \gamma \leq 1\)), \(\boldsymbol{r_t}\) is the reward obtained at time \(\boldsymbol{t}\), and the summation is taken over all time steps from \(\boldsymbol{t=0}\) to \(\boldsymbol{t=\infty}\).

The objective function in RL is typically the expected cumulative reward, which is also known as the return. This function is used to evaluate the performance of a policy, which maps states to actions. The objective is to find the policy that maximizes the expected return over a given time horizon.

The objective function can be expressed as:

\[\boldsymbol{J(\pi) = E_{\pi}\left[\sum_{t=0}^{\infty} \gamma^t r_t\right]}\]

where \(\boldsymbol{J(\pi)}\) is the expected return for policy \(\boldsymbol{\pi}\), \(\boldsymbol{E_{\pi}}\) is the expectation over the distribution of trajectories generated by following policy \(\boldsymbol{\pi}\), and the summation is taken over all time steps from \(\boldsymbol{t=0}\) to \(\boldsymbol{t=\infty}\).

The goal of RL is to find the policy \(\boldsymbol{\pi^*}\) that maximizes the objective function \(\boldsymbol{J(\pi)}\), i.e.,

\[\boldsymbol{\pi^* = \arg\max_{\pi} J(\pi)}\] Since the challenge that remains is to nudge the policy parameters such that the return can be maximized, we can meet this goal by using the gradient of the objective function. This is known as vanilla gradient ascent. We should note that gradient descent and gradient ascent are synonymous, with only a sign change being the notable difference (sign change is moved to downhill for gradient descent)[9].

Policy Gradient Theorem

The gradient of a policy (Source: D, P.W.P., 2020[9])


  • In step 1, we observe that our goal is to find the gradient of the objective function.
  • Then, within step 2, the expected return is replaced with an implementation (can be any of your choice), however it is usually easier to proceed with the action-value function. We denote the expected return as equivalent to each action’s (Q) value multiplied by the probability that the particular action is visited (which is defined by the policy, \(\pi\)).
  • We take the gradient with respect to the parameters of the policy. Therefore, we can move Q, the action value function, outside of the calculation of the gradient (as defined in step 3).
  • Proceeding with our steps, for step 4, we multiply the entire equation by \(\pi\)(a | s)/\(\pi\)(a | s), which is equivalent to one. Therefore, the equation is not altered.
  • For step 5, we proceed with a typical mathematical identity, which replaces the fraction with a natural logarithm. This is a fairly standard computational trick, where we prevent the multiplication of small probabilities, which can make the gradients zero (also known as the vanishing gradient problem).
  • Finally, for step 6, we can remember that the summation of action values, which are multiplied by the probabilities for the action, are what we started with in step 2. However, as a substitute to summing over the actions, we instruct the agent to adhere by the policy and return the expectation of the specified action over time[9].

2.2 Key Elements of Reinforcement Learning

  • Agent: The agent in RL is the decision-making entity that interacts with the environment. In the stock trading analogy, the agent could be the trader who decides when or which stocks to buy and sell.

  • Environment: The environment in RL is the world in which the agent operates and interacts with. In the stock trading analogy, the environment would be the stock market, which includes all the stocks, their prices, and the various events that affect the market.

  • State (S): A state in RL refers to the current situation of the environment, as observed by the agent. In the stock trading analogy, a state would include the current prices of the stocks the trader is interested in, the current state of the economy, and any other relevant factors that may influence the decision to buy or sell.

  • Policy (\(\pi\)): A policy in RL is a set of rules or instructions that the agent uses to determine its actions in a given state. In the stock trading analogy, a policy could be the algorithm that the agent uses to determine which stocks to buy and sell based on the current state.

  • Action (A): In RL, the action is the decision made by the agent based on the current state and the policy. In the stock trading analogy, the action would be the trader’s decision to hold, buy or sell a specific stock.

  • Reward (R): A reward in RL is a feedback signal that the agent receives after taking an action. It indicates how good or bad the action was in achieving the agent’s objective. In the stock trading analogy, the reward would be the profit or loss made from the trade.

  • Penalty: A penalty in RL is a negative feedback signal that the agent receives after taking an action that is not desired or expected. In the stock trading analogy, the penalty would be the loss incurred from a bad trade or missed opportunity..

2.3 Advantages of Reinforcement Learning

  • Learning through trial and error: Unlike supervised learning, where the algorithm is provided with labeled data, RL algorithms learn by trial and error, without explicit supervision thus making it well-suited for applications where it is difficult or impractical to provide labeled data.

  • Flexibility: RL can be used in both single-agent and multi-agent settings. In a single-agent setting, the agent learns to optimize its behavior by interacting with the environment while in a multi-agent setting, multiple agents learn to interact with each other and optimize their behavior collectively.

  • Adaptability: RL algorithms can adapt to changes in the environment and adjust their behavior accordingly. This makes RL well-suited for dynamic and uncertain environments where traditional machine learning approaches may struggle.

  • Exploration: RL algorithms are designed to explore new strategies and actions in order to maximize their rewards. This can lead to the discovery of novel solutions and approaches that may not have been considered otherwise.

2.4 Challenges of Reinforcement Learning

  • Exploration-exploitation tradeoff: RL algorithms need to balance between exploring the environment to find new and potentially better actions, and exploiting the knowledge they already have to maximize rewards in the past. This tradeoff can be challenging, especially in complex environments with many possible actions.

  • Generalization: RL algorithms may struggle to generalize their learned policies to new, unseen environments or tasks that were not encountered during training, which can limit their usefulness in practice. Data efficiency: RL algorithms typically require a large amount of data to learn a good policy, which can be time-consuming and expensive to obtain.

  • Reward engineering: The quality of the learned policy depends heavily on the reward function used, which can be difficult to design in a way that accurately reflects the desired behavior.

  • Safety and ethics: RL agents can learn to take actions that are harmful or unethical, especially if the reward function is not carefully designed or the agent’s behavior is not appropriately constrained.

  • Interpretability: RL algorithms can be difficult to interpret and explain, especially when they use complex models or operate in high-dimensional state and action spaces.

3 Reinforcement Learning Algorithms

There are several categories of reinforcement learning algorithms that can be used for stock trading, including:

  • Model-Based Reinforcement Learning Algorithms: These algorithms learn the model from data and use it to optimize the agent’s behavior and plan actions that maximize the expected cumulative reward to predict the outcomes of actions. Model-based algorithms are computationally efficient and require less data to learn than model-free algorithms. However, they may suffer from errors in the learned model, which can lead to sub optimal behavior. Examples of model-based reinforcement learning algorithms for stock trading include: Dynamic Programming, Monte Carlo methods and Temporal Difference Learning

  • Value-Based Reinforcement Learning Algorithms: These are model-free that learn an estimate of the optimal value function and use it to derive an optimal policy. These algorithms are more robust to errors in the environment model, but they require more data to learn and can be computationally expensive. Examples of value-based reinforcement learning algorithms for stock trading include: Q-Learning, Deep Q-Networks (DQNs), and Double DQNs.

  • Policy-Based Reinforcement Learning Algorithms: These algorithms learn the optimal policy directly, without estimating the value function. Examples of policy-based reinforcement learning algorithms for stock trading include:REINFORCE, SARSA, Proximal Policy Optimization (PPO) and Actor-Critic

  • Hybrid Reinforcement Learning Algorithms: These algorithms combine elements of value-based and policy-based reinforcement learning. Examples of hybrid reinforcement learning algorithms for stock trading include: Trust Region Policy Optimization (TRPO) and Asynchronous Advantage Actor-Critic (A3C)

In practice, the choice of reinforcement learning algorithm for stock trading depends on the specific task and the characteristics of the environment. For example, a value-based algorithm like DQN may be well-suited for a simple trading environment with discrete actions, while a policy-based algorithm like PPO may be better for a more complex environment with continuous actions.

Each of these algorithms has different advantages and disadvantages, and their performance can vary depending on the specific problem being addressed and on several factors, such as: (1)Efficiency and speed of convergence, (2) Performance on historical data, (3) Robustness to market changes, (4) Ability to handle high-dimensional state and action space, and (5) Interpretability: how easily the algorithm’s decisions can be interpreted and understood. Ultimately, the choice of algorithm will depend on the specific goals of the trader, the particular characteristics of the stock market being traded, and the desired performance metrics.

Next, we expand more on the algorithms we will use for our data

3.1 1. Q-Learning

Q-learning[10] is a popular value-based reinforcement learning algorithm based on the well known Bellman equation:

\[\boldsymbol{V(s) = \mathbb{E}[R_{t+1} + \gamma V(s_{t+1}) | S_t = s]}\] Where; \(\boldsymbol{V(s)}\) is the value of the current state \(s\), \(\mathbb{E}\) refers to the expectation, while \(\gamma\) refers to the discount factor that determines the importance of future rewards. From the above definition of the Bellman’s equation, the action value function can be expressed as:

In Q-learning, the agent uses an iterative approach to update the Q-function estimates and learn an estimate of the optimal action-value based on the rewards obtained from each function. The optimal Q-value, denoted as Q* can be expressed using the law of total probability as:

\[\boldsymbol{Q^*(s, a) = \mathbb{E}{s' \sim p(\cdot|s,a)} \Big[r + \gamma \max_{a'} Q^*(s', a')\Big | s,a\Big]}\] where \(\boldsymbol{s'} \sim \boldsymbol{p(\cdot|s,a)}\) denotes the next state sampled from the transition probability distribution, \(\boldsymbol{p(\cdot|s,a)}\), \(\boldsymbol{r}\) is the immediate reward obtained after taking action \(\boldsymbol{a}\) in state \(\boldsymbol{s}\).

In the context of stock trading, Q-learning can be used to learn the optimal buying and selling decisions for a given stock, based on historical price data and other market indicators. The agent can learn to maximize its expected profit over a given time horizon, taking into account the risks and uncertainties associated with stock trading.

The Q-learning algorithm can be described by the following update rule:

\[\boldsymbol{Q(S_t, A_t) \leftarrow Q(S_t, A_t) + \alpha \Big[R_{t+1} + \gamma \max_a Q(S_{t+1}, a) - Q(S_t, A_t)\Big]}\]

where:

  • \(\boldsymbol{Q(S_t, A_t)}\) is the current estimate of the Q-value for state-action pair - \((\boldsymbol{S_t}, \boldsymbol{A_t})\),
  • \(\boldsymbol{R_{t+1}}\) is the immediate reward obtained after taking action
  • \(\boldsymbol{A_t}\) in the next state \(\boldsymbol{S_{t+1}}\),
  • \(\boldsymbol{\alpha}\) is the learning rate,
  • \(\boldsymbol{\gamma}\) is the discount factor, and
  • \(\boldsymbol{\max_a Q(S_{t+1}, a)}\) is the maximum Q-value over all possible actions in the next state \(\boldsymbol{S_{t+1}}\).

The algorithm is summarized as below:

Q-learning pseudo code

3.2 2. State-Action-Reward-State-Action (SARSA)

SARSA (State-Action-Reward-State-Action) is a RL algorithm that is used for online and on-policy learning. It is similar to Q-learning, but instead of updating the Q-value of the current state-action pair using the maximum Q-value of the next state, SARSA updates the Q-value using the Q-value of the next state-action pair, that is, it learns the Q-value of the policy being followed[2]. The SARSA algorithm can be described by the following update rule:

\[\boldsymbol{Q(S_t,A_t) \leftarrow Q(S_t,a_t) + \alpha[r_{t+1} + \gamma Q(S_{t+1},a_{t+1}) - Q(S_t,a_t)]}\]

Where:

  • \(\boldsymbol{Q(S_t,a_t)}\) is the Q-value of the current state-action pair \((S_t,A_t)\)
  • \(\boldsymbol{\alpha}\) is the learning rate that determines the impact of the new information on the existing Q-value
  • \(\boldsymbol{r_{t+1}}\) is the immediate reward obtained after taking action \(A_t\) in state \(S_t\)
  • \(\boldsymbol{\gamma}\) is the discount factor that determines the importance of future rewards
  • \(\boldsymbol{Q(S_{t+1} ,a_{t+1}})\) is the Q-value of the next state-action pair \((S_{t+1},a_{t+1})\) under the current policy. This is the value of the action selected by the agent in the next state.
  • \(\boldsymbol{Q(S_t,a_t)}\) is the current estimate of the Q-value of state-action pair \((S_t,a_t)\).

This equation updates the estimate of the Q-value of the current state-action pair by adding the difference between the observed reward and the estimate of the next state-action pair’s Q-value, multiplied by the learning rate \(\alpha\).

The algorithm is summarized as below:

SARSA pseudo code

3.2.1 What then is the difference between Q-Learning and SARSA?

From the Q-Learning and SARSA pseudo codes [obtained from stackoverflow] illustrated in the previous sections, the blue boxes emphasize the portion where the two algorithms exhibit a distinction, while the numbers highlight a more intricate difference as elaborated below.

  1. The key difference between SARSA and Q-learning lies in how the Q-value is updated after each action. In SARSA, the Q-value is updated based on the Q-value of the action chosen using an ε-greedy policy. In contrast, Q-learning selects the maximum Q-value over all possible actions for the next step, which effectively means that no exploration is performed at this stage.

  2. Despite this difference, Q-learning still selects the action based on an ε-greedy policy when taking an actual action. Therefore, the “Choose A …” step is included in the repeat loop.

  3. In Q-learning, the action for the next step is still selected using an ε-greedy policy, following the logic of the loop.

3.3 3. Deep Q-network (DQN)

Deep Q-Network (DQN), is a type of RL algorithm that was introduced in 2015 and uses deep neural networks to approximate the Q-values of state-action pairs in a Markov decision process[11].

The agent-environment interaction in Deep Reinforcement Learning[12]


The DQN algorithm uses experience replay and target networks to improve the stability and efficiency of the learning process. Experience replay involves storing the agent’s experiences (i.e., state, action, reward, next state) in a replay buffer and sampling mini-batches of experiences randomly from the buffer to train the neural network.

Target networks involve creating a separate neural network with the same architecture as the Q-network but with frozen weights to estimate the target Q-values used in the Bellman equation. This reduces the correlation between the target and predicted Q-values, which improves the stability of the learning process.

The update equation for Deep Q-Network (DQN) algorithm can be written as follows:

\[\boldsymbol{Q(s,a) = Q(s,a) + \alpha [r + \gamma \max_{a'} Q'(s',a') - Q(s,a)]}\]

Where:

  • \(\boldsymbol{Q(s,a)}\) is the estimated Q-value for state s and action a;
  • \(\boldsymbol{r}\) is the reward obtained after taking action \(a\) in state \(s\);
  • \(\boldsymbol{s'}\) is the next state after taking action \(a\) in state $s;
  • \(a'\) is the action with the highest Q-value in state \(s'\);
  • \(\boldsymbol{Q'(s',a')}\) is the target Q-value for the next state-action pair, computed using a separate target network that is periodically updated with the main network;
  • \(\boldsymbol{\alpha}\) is the learning rate;
  • \(\boldsymbol{\gamma}\) is the discount factor, which determines the weight given to future rewards.

The algorithm is summarized as below:

DQN pseudo code[11]

3.4 Exploration vs Exploitation

The process of learning in RL is through exploration and exploitation[13].

Exploration involves selecting actions that the agent has not taken before and is a crucial aspect of RL as it helps the agent to enhance its current knowledge of each action by discovering new states and actions that can potentially lead to a higher rewards. By improving the precision of the estimated action-values, the agent can make more informed decisions in the future, leading to better performance.

On the other hand, exploitation selects the action that appears to offer the greatest reward by utilizing the agent’s current action-value estimates. However, pursuing greedy actions based on action-value estimates may not necessarily lead to the optimal solution, resulting in sub-optimal behavior. Exploration provides the agent with more accurate estimates of action-values, whereas exploitation may yield more rewards. However, the agent cannot pursue both simultaneously, creating a dilemma known as the exploration-exploitation tradeoff.

  • Greedy Policy: The agent takes the action with the maximum Q value at any state in the environment in the greedy policy exploration. This approach ensures the agent takes the optimal action at each step, but it has the obvious shortcoming of never exploring any other action other than the optimal one, leading to sub-optimal solutions.

  • Epsilon-greedy exploration is another popular exploration strategy in RL, which involves selecting a random action with a certain probability (epsilon) and selecting the action with the highest expected reward with a probability of 1-epsilon[13,14]. Epsilon-greedy exploration strikes a balance between exploration and exploitation, and it is particularly useful when the agent has some prior knowledge of the environment. However, this strategy can lead to sub optimal solutions if the agent gets stuck in a local maximum.

  • Thompson sampling[15] is a more sophisticated exploration strategy that involves selecting actions based on the probability of their being optimal. This strategy involves maintaining a probability distribution over the possible rewards of each action and then selecting the action with the highest expected reward according to this distribution. Thompson sampling is particularly useful in situations where the environment is complex and dynamic and where it is not clear which actions will lead to a higher reward. However, this strategy can be computationally expensive and difficult to implement in practice.

When implementing the above mentioned algorithms, we mainly apply the Epsilon-greedy policy.

4 Previous Work

Reinforcement learning (RL) is an effective approach for building intelligent trading agents in stock markets. Among various RL algorithms, Q-learning, SARSA, and Deep Q-Network (DQN) are the most popular ones. Q-learning is a model-free RL algorithm that uses the Q-function to approximate the optimal policy. The Q-value of each action-state pair is updated using the Bellman equation. A recent study conducted by Chakole et. al[16] used the Q-learning algorithm of Reinforcement Learning to train a trading agent for discovering optimal dynamic trading strategies. They conducted experiments using the proposed models on real stock market data from the Indian and American stock markets. The results showed that the proposed models were more profitable compared to the Buy-and-Hold and Decision-Tree based trading strategies.

SARSA is another popular RL algorithm that is used for trading in stock markets. Unlike Q-learning, SARSA is an on-policy algorithm that uses the SARSA Q-function to estimate the expected future rewards. A recent study[17] involved implementing a RL agent with the SARSA algorithm and testing it on 10 stocks from the Brazilian B3 stock market. The experiments indicated that the RL agent was able to generate high profits with lower risks as compared to a supervised learning agent that employed a LSTM neural network.

Deep Q-Network (DQN) is a popular RL algorithm that uses deep neural networks to approximate the Q-function. Another study[18] aimed to create an end-to-end daily stock trading system using Deep Q-network (DQN) and Deep Recurrent Q-network (DRQN) algorithms to automatically decide whether to buy or sell stocks. The S&P500 ETF was used as the trading asset and daily trading data as the state of the trading environment. The performance of the system was compared to benchmarks of Buy and Hold (BH) and Random action-selected DQN trader, and the results showed that the DQN trader outperformed both benchmarks.

When using RL for trading, the figure below shows a general expectation of the trading decisions made by the interaction of the agent and states in the stock trading environment.

Image Source:QUANT INSTI


5 Application to Stock Data

In this section, we will explore data from the stock market, downloaded from yahoo finance (2010-2022) and show implementation of the RL algorithms discussed in the previous section. Below are the variable descriptions for stock data:

symbol: The name or ticker symbol of the stock, Apple (AAPL), Amazon (AMZN), Johnson & Johnson stock (JNJ), and NFLX.

date: The date of the stock price.

open: The opening price of the stock on a given day.

high: The highest price that the stock traded at during the day.

low: The lowest price that the stock traded at during the day.

close The price at which the stock closed for trading on that particular day.

volume:The number of shares of the stock that were traded on a given day.

adjusted: The adjusted closing price of the stock on a given day, which takes into account any corporate actions, such as stock splits or dividends, that affect the stock price.

To download stock data for Apple, Amazon, Johnson & Johnson, and Netflix in R, we can use the tidyquant package.

library(tidyquant) # for stock data

# Define a vector with the stock symbols of interest
symbols <- c("AAPL", "AMZN", "JNJ", "NFLX")

# Use the tq_get() function to download the stock data for each symbol and bind them into one data frame
stocks_data <- symbols %>%
  tq_get(get = "stock.prices", from = "2010-01-01", to = "2022-12-31") %>%
  group_by(symbol) %>%
  mutate(date = as.Date(date)) %>%
  ungroup() %>%
  select(symbol, date, everything())

5.1 Implementation of Q-learning

Our code implements the Q-learning algorithm to create a simple trading strategy for stocks. The Q-learning algorithm is a model-free reinforcement learning technique used to learn an optimal policy based on trial and error. It involves building a Q-table that maps the current state and action to the expected future reward. In this case, the state is the current stock price, and the action is either to buy or hold/sell.

The function ‘Q_learning’ takes a data frame of stock prices and applies the Q-learning algorithm to each stock to create a Q-matrix that stores the expected future rewards for each state-action pair. It also creates a list of Boolean Q-tables for each stock, which specify whether to buy or hold/sell at each time step based on the Q-matrix. Finally, it returns the Q-matrix, actions taken, and Q-table for each stock.

Our code then loads stock data for four companies “AAPL”, “AMZN”, “JNJ”, “NFLX”, extracts the adjusted prices, and combines them into a matrix. It performs exploratory data analysis (EDA) by plotting the distribution of prices for each stock. It then applies the ‘Q_learning’ function to each stock to create a list of Q-matrices, actions taken, and Q-tables.

The ‘Q_learning_summary’ function generates a summary table of the actions taken for each stock, converts the action codes to action names, and splits the summary table by stock. It then creates tables for action for each stock and access the Q matrix for each stock. The ‘predict_prices’ function predicts the prices of a stock using the Q matrix and the current prices of the stock.

##       Stock Action_Taken
## 1      AAPL         Sell
## 2      AAPL         Sell
## 3      AAPL         Sell
## 4      AAPL         Sell
## 5      AAPL          Buy
## 6      AAPL          Buy
## 7      AAPL          Buy
## 8      AAPL          Buy
## 9      AAPL          Buy
## 10     AAPL          Buy
## 11     AAPL          Buy
## 12     AAPL          Buy
## 13     AAPL          Buy
## 14     AAPL          Buy
## 15     AAPL          Buy
## 16     AAPL          Buy
## 17     AAPL          Buy
## 18     AAPL          Buy
## 19     AAPL          Buy
## 20     AAPL          Buy
## 21     AAPL          Buy
## 22     AAPL          Buy
## 23     AAPL          Buy
## 24     AAPL          Buy
## 25     AAPL          Buy
## 26     AAPL          Buy
## 27     AAPL          Buy
## 28     AAPL          Buy
## 29     AAPL          Buy
## 30     AAPL          Buy
## 31     AAPL          Buy
## 32     AAPL          Buy
## 33     AAPL          Buy
## 34     AAPL          Buy
## 35     AAPL          Buy
## 36     AAPL          Buy
## 37     AAPL          Buy
## 38     AAPL          Buy
## 39     AAPL          Buy
## 40     AAPL          Buy
## 41     AAPL          Buy
## 42     AAPL          Buy
## 43     AAPL          Buy
## 44     AAPL          Buy
## 45     AAPL          Buy
## 46     AAPL          Buy
## 47     AAPL          Buy
## 48     AAPL          Buy
## 49     AAPL          Buy
## 50     AAPL          Buy
## 51     AAPL          Buy
## 52     AAPL          Buy
## 53     AAPL          Buy
## 54     AAPL          Buy
## 55     AAPL          Buy
## 56     AAPL          Buy
## 57     AAPL          Buy
## 58     AAPL          Buy
## 59     AAPL          Buy
## 60     AAPL          Buy
## 61     AAPL          Buy
## 62     AAPL          Buy
## 63     AAPL          Buy
## 64     AAPL          Buy
## 65     AAPL          Buy
## 66     AAPL          Buy
## 67     AAPL          Buy
## 68     AAPL          Buy
## 69     AAPL          Buy
## 70     AAPL          Buy
## 71     AAPL          Buy
## 72     AAPL          Buy
## 73     AAPL          Buy
## 74     AAPL          Buy
## 75     AAPL          Buy
## 76     AAPL          Buy
## 77     AAPL          Buy
## 78     AAPL          Buy
## 79     AAPL          Buy
## 80     AAPL          Buy
## 81     AAPL          Buy
## 82     AAPL          Buy
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## 874    AAPL          Buy
## 875    AAPL          Buy
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## 1011   AAPL          Buy
## 1012   AAPL          Buy
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## 1108   AAPL          Buy
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## 1207   AAPL          Buy
## 1208   AAPL          Buy
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## 1244   AAPL          Buy
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## 1246   AAPL          Buy
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## 1250   AAPL          Buy
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## 1252   AAPL          Buy
## 1253   AAPL          Buy
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## 1258   AAPL          Buy
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## 1304   AAPL          Buy
## 1305   AAPL          Buy
## 1306   AAPL          Buy
## 1307   AAPL          Buy
## 1308   AAPL          Buy
## 1309   AAPL          Buy
## 1310   AAPL          Buy
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## 1312   AAPL          Buy
## 1313   AAPL          Buy
## 1314   AAPL          Buy
## 1315   AAPL          Buy
## 1316   AAPL          Buy
## 1317   AAPL          Buy
## 1318   AAPL          Buy
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## 1322   AAPL          Buy
## 1323   AAPL          Buy
## 1324   AAPL          Buy
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## 1328   AAPL          Buy
## 1329   AAPL          Buy
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## 1333   AAPL          Buy
## 1334   AAPL          Buy
## 1335   AAPL          Buy
## 1336   AAPL          Buy
## 1337   AAPL          Buy
## 1338   AAPL          Buy
## 1339   AAPL          Buy
## 1340   AAPL          Buy
## 1341   AAPL          Buy
## 1342   AAPL          Buy
## 1343   AAPL          Buy
## 1344   AAPL          Buy
## 1345   AAPL          Buy
## 1346   AAPL          Buy
## 1347   AAPL          Buy
## 1348   AAPL          Buy
## 1349   AAPL          Buy
## 1350   AAPL          Buy
## 1351   AAPL          Buy
## 1352   AAPL          Buy
## 1353   AAPL          Buy
## 1354   AAPL          Buy
## 1355   AAPL          Buy
## 1356   AAPL          Buy
## 1357   AAPL          Buy
## 1358   AAPL          Buy
## 1359   AAPL          Buy
## 1360   AAPL          Buy
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## 1362   AAPL          Buy
## 1363   AAPL          Buy
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## 1365   AAPL          Buy
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## 1367   AAPL          Buy
## 1368   AAPL          Buy
## 1369   AAPL          Buy
## 1370   AAPL          Buy
## 1371   AAPL          Buy
## 1372   AAPL          Buy
## 1373   AAPL          Buy
## 1374   AAPL          Buy
## 1375   AAPL          Buy
## 1376   AAPL          Buy
## 1377   AAPL          Buy
## 1378   AAPL          Buy
## 1379   AAPL          Buy
## 1380   AAPL          Buy
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## 1382   AAPL          Buy
## 1383   AAPL          Buy
## 1384   AAPL          Buy
## 1385   AAPL          Buy
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## 1388   AAPL          Buy
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## 1390   AAPL          Buy
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## 1394   AAPL          Buy
## 1395   AAPL          Buy
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## 1398   AAPL          Buy
## 1399   AAPL          Buy
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## 1405   AAPL          Buy
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## 1407   AAPL          Buy
## 1408   AAPL          Buy
## 1409   AAPL          Buy
## 1410   AAPL          Buy
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## 1413   AAPL          Buy
## 1414   AAPL          Buy
## 1415   AAPL          Buy
## 1416   AAPL          Buy
## 1417   AAPL          Buy
## 1418   AAPL          Buy
## 1419   AAPL          Buy
## 1420   AAPL          Buy
## 1421   AAPL          Buy
## 1422   AAPL          Buy
## 1423   AAPL          Buy
## 1424   AAPL          Buy
## 1425   AAPL          Buy
## 1426   AAPL          Buy
## 1427   AAPL          Buy
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## 1429   AAPL          Buy
## 1430   AAPL          Buy
## 1431   AAPL          Buy
## 1432   AAPL          Buy
## 1433   AAPL          Buy
## 1434   AAPL          Buy
## 1435   AAPL          Buy
## 1436   AAPL          Buy
## 1437   AAPL          Buy
## 1438   AAPL          Buy
## 1439   AAPL          Buy
## 1440   AAPL          Buy
## 1441   AAPL          Buy
## 1442   AAPL          Buy
## 1443   AAPL          Buy
## 1444   AAPL          Buy
## 1445   AAPL          Buy
## 1446   AAPL          Buy
## 1447   AAPL          Buy
## 1448   AAPL          Buy
## 1449   AAPL          Buy
## 1450   AAPL          Buy
## 1451   AAPL          Buy
## 1452   AAPL          Buy
## 1453   AAPL          Buy
## 1454   AAPL          Buy
## 1455   AAPL          Buy
## 1456   AAPL          Buy
## 1457   AAPL          Buy
## 1458   AAPL          Buy
## 1459   AAPL          Buy
## 1460   AAPL          Buy
## 1461   AAPL          Buy
## 1462   AAPL          Buy
## 1463   AAPL          Buy
## 1464   AAPL          Buy
## 1465   AAPL          Buy
## 1466   AAPL          Buy
## 1467   AAPL          Buy
## 1468   AAPL          Buy
## 1469   AAPL          Buy
## 1470   AAPL          Buy
## 1471   AAPL          Buy
## 1472   AAPL          Buy
## 1473   AAPL          Buy
## 1474   AAPL          Buy
## 1475   AAPL          Buy
## 1476   AAPL          Buy
## 1477   AAPL          Buy
## 1478   AAPL          Buy
## 1479   AAPL          Buy
## 1480   AAPL          Buy
## 1481   AAPL          Buy
## 1482   AAPL          Buy
## 1483   AAPL          Buy
## 1484   AAPL          Buy
## 1485   AAPL          Buy
## 1486   AAPL          Buy
## 1487   AAPL          Buy
## 1488   AAPL          Buy
## 1489   AAPL          Buy
## 1490   AAPL          Buy
## 1491   AAPL          Buy
## 1492   AAPL          Buy
## 1493   AAPL          Buy
## 1494   AAPL          Buy
## 1495   AAPL          Buy
## 1496   AAPL          Buy
## 1497   AAPL          Buy
## 1498   AAPL          Buy
## 1499   AAPL          Buy
## 1500   AAPL          Buy
## 1501   AAPL          Buy
## 1502   AAPL          Buy
## 1503   AAPL          Buy
## 1504   AAPL          Buy
## 1505   AAPL          Buy
## 1506   AAPL          Buy
## 1507   AAPL          Buy
## 1508   AAPL          Buy
## 1509   AAPL          Buy
## 1510   AAPL          Buy
## 1511   AAPL          Buy
## 1512   AAPL          Buy
## 1513   AAPL          Buy
## 1514   AAPL          Buy
## 1515   AAPL          Buy
## 1516   AAPL          Buy
## 1517   AAPL          Buy
## 1518   AAPL          Buy
## 1519   AAPL          Buy
## 1520   AAPL          Buy
## 1521   AAPL          Buy
## 1522   AAPL          Buy
## 1523   AAPL          Buy
## 1524   AAPL          Buy
## 1525   AAPL          Buy
## 1526   AAPL          Buy
## 1527   AAPL          Buy
## 1528   AAPL          Buy
## 1529   AAPL          Buy
## 1530   AAPL          Buy
## 1531   AAPL          Buy
## 1532   AAPL          Buy
## 1533   AAPL          Buy
## 1534   AAPL          Buy
## 1535   AAPL          Buy
## 1536   AAPL          Buy
## 1537   AAPL          Buy
## 1538   AAPL          Buy
## 1539   AAPL          Buy
## 1540   AAPL          Buy
## 1541   AAPL          Buy
## 1542   AAPL          Buy
## 1543   AAPL          Buy
## 1544   AAPL          Buy
## 1545   AAPL          Buy
## 1546   AAPL          Buy
## 1547   AAPL          Buy
## 1548   AAPL          Buy
## 1549   AAPL          Buy
## 1550   AAPL          Buy
## 1551   AAPL          Buy
## 1552   AAPL          Buy
## 1553   AAPL          Buy
## 1554   AAPL          Buy
## 1555   AAPL          Buy
## 1556   AAPL          Buy
## 1557   AAPL          Buy
## 1558   AAPL          Buy
## 1559   AAPL          Buy
## 1560   AAPL          Buy
## 1561   AAPL          Buy
## 1562   AAPL          Buy
## 1563   AAPL          Buy
## 1564   AAPL          Buy
## 1565   AAPL          Buy
## 1566   AAPL          Buy
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## 1573   AAPL          Buy
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## 1575   AAPL          Buy
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## 1577   AAPL          Buy
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## 1579   AAPL          Buy
## 1580   AAPL          Buy
## 1581   AAPL          Buy
## 1582   AAPL          Buy
## 1583   AAPL          Buy
## 1584   AAPL          Buy
## 1585   AAPL          Buy
## 1586   AAPL          Buy
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## 1588   AAPL          Buy
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## 1599   AAPL          Buy
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## 1608   AAPL          Buy
## 1609   AAPL          Buy
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## 1615   AAPL          Buy
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## 1617   AAPL          Buy
## 1618   AAPL          Buy
## 1619   AAPL          Buy
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## 1622   AAPL          Buy
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## 1625   AAPL          Buy
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## 1655   AAPL          Buy
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## 1660   AAPL          Buy
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## 1701   AAPL          Buy
## 1702   AAPL          Buy
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## 1704   AAPL          Buy
## 1705   AAPL          Buy
## 1706   AAPL          Buy
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## 1708   AAPL          Buy
## 1709   AAPL          Buy
## 1710   AAPL          Buy
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## 1714   AAPL          Buy
## 1715   AAPL          Buy
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## 1719   AAPL          Buy
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## 1724   AAPL          Buy
## 1725   AAPL          Buy
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## 1729   AAPL          Buy
## 1730   AAPL          Buy
## 1731   AAPL          Buy
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## 1734   AAPL          Buy
## 1735   AAPL          Buy
## 1736   AAPL          Buy
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## 1738   AAPL          Buy
## 1739   AAPL          Buy
## 1740   AAPL          Buy
## 1741   AAPL          Buy
## 1742   AAPL          Buy
## 1743   AAPL          Buy
## 1744   AAPL          Buy
## 1745   AAPL          Buy
## 1746   AAPL          Buy
## 1747   AAPL          Buy
## 1748   AAPL          Buy
## 1749   AAPL          Buy
## 1750   AAPL          Buy
## 1751   AAPL          Buy
## 1752   AAPL          Buy
## 1753   AAPL          Buy
## 1754   AAPL          Buy
## 1755   AAPL          Buy
## 1756   AAPL          Buy
## 1757   AAPL          Buy
## 1758   AAPL          Buy
## 1759   AAPL          Buy
## 1760   AAPL          Buy
## 1761   AAPL          Buy
## 1762   AAPL          Buy
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## 1765   AAPL          Buy
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## 1771   AAPL          Buy
## 1772   AAPL          Buy
## 1773   AAPL          Buy
## 1774   AAPL          Buy
## 1775   AAPL          Buy
## 1776   AAPL          Buy
## 1777   AAPL          Buy
## 1778   AAPL          Buy
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## 1780   AAPL          Buy
## 1781   AAPL          Buy
## 1782   AAPL          Buy
## 1783   AAPL          Buy
## 1784   AAPL          Buy
## 1785   AAPL          Buy
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## 1788   AAPL          Buy
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## 1795   AAPL          Buy
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## 1801   AAPL          Buy
## 1802   AAPL          Buy
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## 1809   AAPL          Buy
## 1810   AAPL          Buy
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## 1815   AAPL          Buy
## 1816   AAPL          Buy
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## 1818   AAPL          Buy
## 1819   AAPL          Buy
## 1820   AAPL          Buy
## 1821   AAPL          Buy
## 1822   AAPL          Buy
## 1823   AAPL          Buy
## 1824   AAPL          Buy
## 1825   AAPL          Buy
## 1826   AAPL          Buy
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## 1828   AAPL          Buy
## 1829   AAPL          Buy
## 1830   AAPL          Buy
## 1831   AAPL          Buy
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## 1833   AAPL          Buy
## 1834   AAPL          Buy
## 1835   AAPL          Buy
## 1836   AAPL          Buy
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## 1839   AAPL          Buy
## 1840   AAPL          Buy
## 1841   AAPL          Buy
## 1842   AAPL          Buy
## 1843   AAPL          Buy
## 1844   AAPL          Buy
## 1845   AAPL          Buy
## 1846   AAPL          Buy
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## 1849   AAPL          Buy
## 1850   AAPL          Buy
## 1851   AAPL          Buy
## 1852   AAPL          Buy
## 1853   AAPL          Buy
## 1854   AAPL          Buy
## 1855   AAPL          Buy
## 1856   AAPL          Buy
## 1857   AAPL          Buy
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## 1874   AAPL          Buy
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## 1876   AAPL          Buy
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## 1998   AAPL          Buy
## 1999   AAPL          Buy
## 2000   AAPL          Buy
## 2001   AAPL          Buy
## 2002   AAPL          Buy
## 2003   AAPL          Buy
## 2004   AAPL          Buy
## 2005   AAPL          Buy
## 2006   AAPL          Buy
## 2007   AAPL          Buy
## 2008   AAPL          Buy
## 2009   AAPL          Buy
## 2010   AAPL          Buy
## 2011   AAPL          Buy
## 2012   AAPL          Buy
## 2013   AAPL          Buy
## 2014   AAPL          Buy
## 2015   AAPL          Buy
## 2016   AAPL          Buy
## 2017   AAPL          Buy
## 2018   AAPL          Buy
## 2019   AAPL          Buy
## 2020   AAPL          Buy
## 2021   AAPL          Buy
## 2022   AAPL          Buy
## 2023   AAPL          Buy
## 2024   AAPL          Buy
## 2025   AAPL          Buy
## 2026   AAPL          Buy
## 2027   AAPL          Buy
## 2028   AAPL          Buy
## 2029   AAPL          Buy
## 2030   AAPL          Buy
## 2031   AAPL          Buy
## 2032   AAPL          Buy
## 2033   AAPL          Buy
## 2034   AAPL          Buy
## 2035   AAPL          Buy
## 2036   AAPL          Buy
## 2037   AAPL          Buy
## 2038   AAPL          Buy
## 2039   AAPL          Buy
## 2040   AAPL          Buy
## 2041   AAPL          Buy
## 2042   AAPL          Buy
## 2043   AAPL          Buy
## 2044   AAPL          Buy
## 2045   AAPL          Buy
## 2046   AAPL          Buy
## 2047   AAPL          Buy
## 2048   AAPL          Buy
## 2049   AAPL          Buy
## 2050   AAPL          Buy
## 2051   AAPL          Buy
## 2052   AAPL          Buy
## 2053   AAPL          Buy
## 2054   AAPL          Buy
## 2055   AAPL          Buy
## 2056   AAPL          Buy
## 2057   AAPL          Buy
## 2058   AAPL          Buy
## 2059   AAPL          Buy
## 2060   AAPL          Buy
## 2061   AAPL          Buy
## 2062   AAPL          Buy
## 2063   AAPL          Buy
## 2064   AAPL          Buy
## 2065   AAPL          Buy
## 2066   AAPL          Buy
## 2067   AAPL          Buy
## 2068   AAPL          Buy
## 2069   AAPL          Buy
## 2070   AAPL          Buy
## 2071   AAPL          Buy
## 2072   AAPL          Buy
## 2073   AAPL          Buy
## 2074   AAPL          Buy
## 2075   AAPL          Buy
## 2076   AAPL          Buy
## 2077   AAPL          Buy
## 2078   AAPL          Buy
## 2079   AAPL          Buy
## 2080   AAPL          Buy
## 2081   AAPL          Buy
## 2082   AAPL          Buy
## 2083   AAPL          Buy
## 2084   AAPL          Buy
## 2085   AAPL          Buy
## 2086   AAPL          Buy
## 2087   AAPL          Buy
## 2088   AAPL          Buy
## 2089   AAPL          Buy
## 2090   AAPL          Buy
## 2091   AAPL          Buy
## 2092   AAPL          Buy
## 2093   AAPL          Buy
## 2094   AAPL          Buy
## 2095   AAPL          Buy
## 2096   AAPL          Buy
## 2097   AAPL          Buy
## 2098   AAPL          Buy
## 2099   AAPL          Buy
## 2100   AAPL          Buy
## 2101   AAPL          Buy
## 2102   AAPL          Buy
## 2103   AAPL          Buy
## 2104   AAPL          Buy
## 2105   AAPL          Buy
## 2106   AAPL          Buy
## 2107   AAPL          Buy
## 2108   AAPL          Buy
## 2109   AAPL          Buy
## 2110   AAPL          Buy
## 2111   AAPL          Buy
## 2112   AAPL          Buy
## 2113   AAPL          Buy
## 2114   AAPL          Buy
## 2115   AAPL          Buy
## 2116   AAPL          Buy
## 2117   AAPL          Buy
## 2118   AAPL          Buy
## 2119   AAPL          Buy
## 2120   AAPL          Buy
## 2121   AAPL          Buy
## 2122   AAPL          Buy
## 2123   AAPL          Buy
## 2124   AAPL          Buy
## 2125   AAPL          Buy
## 2126   AAPL          Buy
## 2127   AAPL          Buy
## 2128   AAPL          Buy
## 2129   AAPL          Buy
## 2130   AAPL          Buy
## 2131   AAPL          Buy
## 2132   AAPL          Buy
## 2133   AAPL          Buy
## 2134   AAPL          Buy
## 2135   AAPL          Buy
## 2136   AAPL          Buy
## 2137   AAPL          Buy
## 2138   AAPL          Buy
## 2139   AAPL          Buy
## 2140   AAPL          Buy
## 2141   AAPL          Buy
## 2142   AAPL          Buy
## 2143   AAPL          Buy
## 2144   AAPL          Buy
## 2145   AAPL          Buy
## 2146   AAPL          Buy
## 2147   AAPL          Buy
## 2148   AAPL          Buy
## 2149   AAPL          Buy
## 2150   AAPL          Buy
## 2151   AAPL          Buy
## 2152   AAPL          Buy
## 2153   AAPL          Buy
## 2154   AAPL          Buy
## 2155   AAPL          Buy
## 2156   AAPL          Buy
## 2157   AAPL          Buy
## 2158   AAPL          Buy
## 2159   AAPL          Buy
## 2160   AAPL          Buy
## 2161   AAPL          Buy
## 2162   AAPL          Buy
## 2163   AAPL          Buy
## 2164   AAPL          Buy
## 2165   AAPL          Buy
## 2166   AAPL          Buy
## 2167   AAPL          Buy
## 2168   AAPL          Buy
## 2169   AAPL          Buy
## 2170   AAPL          Buy
## 2171   AAPL          Buy
## 2172   AAPL          Buy
## 2173   AAPL          Buy
## 2174   AAPL          Buy
## 2175   AAPL          Buy
## 2176   AAPL          Buy
## 2177   AAPL          Buy
## 2178   AAPL          Buy
## 2179   AAPL          Buy
## 2180   AAPL          Buy
## 2181   AAPL          Buy
## 2182   AAPL          Buy
## 2183   AAPL          Buy
## 2184   AAPL          Buy
## 2185   AAPL          Buy
## 2186   AAPL          Buy
## 2187   AAPL          Buy
## 2188   AAPL          Buy
## 2189   AAPL          Buy
## 2190   AAPL          Buy
## 2191   AAPL          Buy
## 2192   AAPL          Buy
## 2193   AAPL          Buy
## 2194   AAPL          Buy
## 2195   AAPL          Buy
## 2196   AAPL          Buy
## 2197   AAPL          Buy
## 2198   AAPL          Buy
## 2199   AAPL          Buy
## 2200   AAPL          Buy
## 2201   AAPL          Buy
## 2202   AAPL          Buy
## 2203   AAPL          Buy
## 2204   AAPL          Buy
## 2205   AAPL          Buy
## 2206   AAPL          Buy
## 2207   AAPL          Buy
## 2208   AAPL          Buy
## 2209   AAPL          Buy
## 2210   AAPL          Buy
## 2211   AAPL          Buy
## 2212   AAPL          Buy
## 2213   AAPL          Buy
## 2214   AAPL          Buy
## 2215   AAPL          Buy
## 2216   AAPL          Buy
## 2217   AAPL          Buy
## 2218   AAPL          Buy
## 2219   AAPL          Buy
## 2220   AAPL          Buy
## 2221   AAPL          Buy
## 2222   AAPL          Buy
## 2223   AAPL          Buy
## 2224   AAPL          Buy
## 2225   AAPL          Buy
## 2226   AAPL          Buy
## 2227   AAPL          Buy
## 2228   AAPL          Buy
## 2229   AAPL          Buy
## 2230   AAPL          Buy
## 2231   AAPL          Buy
## 2232   AAPL          Buy
## 2233   AAPL          Buy
## 2234   AAPL          Buy
## 2235   AAPL          Buy
## 2236   AAPL          Buy
## 2237   AAPL          Buy
## 2238   AAPL          Buy
## 2239   AAPL          Buy
## 2240   AAPL          Buy
## 2241   AAPL          Buy
## 2242   AAPL          Buy
## 2243   AAPL          Buy
## 2244   AAPL          Buy
## 2245   AAPL          Buy
## 2246   AAPL          Buy
## 2247   AAPL          Buy
## 2248   AAPL          Buy
## 2249   AAPL          Buy
## 2250   AAPL          Buy
## 2251   AAPL          Buy
## 2252   AAPL          Buy
## 2253   AAPL          Buy
## 2254   AAPL          Buy
## 2255   AAPL          Buy
## 2256   AAPL          Buy
## 2257   AAPL          Buy
## 2258   AAPL          Buy
## 2259   AAPL          Buy
## 2260   AAPL          Buy
## 2261   AAPL          Buy
## 2262   AAPL          Buy
## 2263   AAPL          Buy
## 2264   AAPL          Buy
## 2265   AAPL          Buy
## 2266   AAPL          Buy
## 2267   AAPL          Buy
## 2268   AAPL          Buy
## 2269   AAPL          Buy
## 2270   AAPL          Buy
## 2271   AAPL          Buy
## 2272   AAPL          Buy
## 2273   AAPL          Buy
## 2274   AAPL          Buy
## 2275   AAPL          Buy
## 2276   AAPL          Buy
## 2277   AAPL          Buy
## 2278   AAPL          Buy
## 2279   AAPL          Buy
## 2280   AAPL          Buy
## 2281   AAPL          Buy
## 2282   AAPL          Buy
## 2283   AAPL          Buy
## 2284   AAPL          Buy
## 2285   AAPL          Buy
## 2286   AAPL          Buy
## 2287   AAPL          Buy
## 2288   AAPL          Buy
## 2289   AAPL          Buy
## 2290   AAPL          Buy
## 2291   AAPL          Buy
## 2292   AAPL          Buy
## 2293   AAPL          Buy
## 2294   AAPL          Buy
## 2295   AAPL          Buy
## 2296   AAPL          Buy
## 2297   AAPL          Buy
## 2298   AAPL          Buy
## 2299   AAPL          Buy
## 2300   AAPL          Buy
## 2301   AAPL          Buy
## 2302   AAPL          Buy
## 2303   AAPL          Buy
## 2304   AAPL          Buy
## 2305   AAPL          Buy
## 2306   AAPL          Buy
## 2307   AAPL          Buy
## 2308   AAPL          Buy
## 2309   AAPL          Buy
## 2310   AAPL          Buy
## 2311   AAPL          Buy
## 2312   AAPL          Buy
## 2313   AAPL          Buy
## 2314   AAPL          Buy
## 2315   AAPL          Buy
## 2316   AAPL          Buy
## 2317   AAPL          Buy
## 2318   AAPL          Buy
## 2319   AAPL          Buy
## 2320   AAPL          Buy
## 2321   AAPL          Buy
## 2322   AAPL          Buy
## 2323   AAPL          Buy
## 2324   AAPL          Buy
## 2325   AAPL          Buy
## 2326   AAPL          Buy
## 2327   AAPL          Buy
## 2328   AAPL          Buy
## 2329   AAPL          Buy
## 2330   AAPL          Buy
## 2331   AAPL          Buy
## 2332   AAPL          Buy
## 2333   AAPL          Buy
## 2334   AAPL          Buy
## 2335   AAPL          Buy
## 2336   AAPL          Buy
## 2337   AAPL          Buy
## 2338   AAPL          Buy
## 2339   AAPL          Buy
## 2340   AAPL          Buy
## 2341   AAPL          Buy
## 2342   AAPL          Buy
## 2343   AAPL          Buy
## 2344   AAPL          Buy
## 2345   AAPL          Buy
## 2346   AAPL          Buy
## 2347   AAPL          Buy
## 2348   AAPL          Buy
## 2349   AAPL          Buy
## 2350   AAPL          Buy
## 2351   AAPL          Buy
## 2352   AAPL          Buy
## 2353   AAPL          Buy
## 2354   AAPL          Buy
## 2355   AAPL          Buy
## 2356   AAPL          Buy
## 2357   AAPL          Buy
## 2358   AAPL          Buy
## 2359   AAPL          Buy
## 2360   AAPL          Buy
## 2361   AAPL          Buy
## 2362   AAPL          Buy
## 2363   AAPL          Buy
## 2364   AAPL          Buy
## 2365   AAPL          Buy
## 2366   AAPL          Buy
## 2367   AAPL          Buy
## 2368   AAPL          Buy
## 2369   AAPL          Buy
## 2370   AAPL          Buy
## 2371   AAPL          Buy
## 2372   AAPL          Buy
## 2373   AAPL          Buy
## 2374   AAPL          Buy
## 2375   AAPL          Buy
## 2376   AAPL          Buy
## 2377   AAPL          Buy
## 2378   AAPL          Buy
## 2379   AAPL          Buy
## 2380   AAPL          Buy
## 2381   AAPL          Buy
## 2382   AAPL          Buy
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## 2385   AAPL          Buy
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## 2390   AAPL          Buy
## 2391   AAPL          Buy
## 2392   AAPL          Buy
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## 2398   AAPL          Buy
## 2399   AAPL          Buy
## 2400   AAPL          Buy
## 2401   AAPL          Buy
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## 2406   AAPL          Buy
## 2407   AAPL          Buy
## 2408   AAPL          Buy
## 2409   AAPL          Buy
## 2410   AAPL          Buy
## 2411   AAPL          Buy
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## 2416   AAPL          Buy
## 2417   AAPL          Buy
## 2418   AAPL          Buy
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## 2421   AAPL          Buy
## 2422   AAPL          Buy
## 2423   AAPL          Buy
## 2424   AAPL          Buy
## 2425   AAPL          Buy
## 2426   AAPL          Buy
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## 2429   AAPL          Buy
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## 2431   AAPL          Buy
## 2432   AAPL          Buy
## 2433   AAPL          Buy
## 2434   AAPL          Buy
## 2435   AAPL          Buy
## 2436   AAPL          Buy
## 2437   AAPL          Buy
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## 2439   AAPL          Buy
## 2440   AAPL          Buy
## 2441   AAPL          Buy
## 2442   AAPL          Buy
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## 2445   AAPL          Buy
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## 2447   AAPL          Buy
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## 2449   AAPL          Buy
## 2450   AAPL          Buy
## 2451   AAPL          Buy
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## 2454   AAPL          Buy
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## 2457   AAPL          Buy
## 2458   AAPL          Buy
## 2459   AAPL          Buy
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## 2461   AAPL          Buy
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## 2465   AAPL          Buy
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## 2473   AAPL          Buy
## 2474   AAPL          Buy
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## 2477   AAPL          Buy
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## 2479   AAPL          Buy
## 2480   AAPL          Buy
## 2481   AAPL          Buy
## 2482   AAPL          Buy
## 2483   AAPL          Buy
## 2484   AAPL          Buy
## 2485   AAPL          Buy
## 2486   AAPL          Buy
## 2487   AAPL          Buy
## 2488   AAPL          Buy
## 2489   AAPL          Buy
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## 2491   AAPL          Buy
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## 2493   AAPL          Buy
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## 2495   AAPL          Buy
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## 2498   AAPL          Buy
## 2499   AAPL          Buy
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## 2503   AAPL          Buy
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## 2505   AAPL          Buy
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## 2507   AAPL          Buy
## 2508   AAPL          Buy
## 2509   AAPL          Buy
## 2510   AAPL          Buy
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## 2513   AAPL          Buy
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## 2516   AAPL          Buy
## 2517   AAPL          Buy
## 2518   AAPL          Buy
## 2519   AAPL          Buy
## 2520   AAPL          Buy
## 2521   AAPL          Buy
## 2522   AAPL          Buy
## 2523   AAPL          Buy
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## 2525   AAPL          Buy
## 2526   AAPL          Buy
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## 2529   AAPL          Buy
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## 2531   AAPL          Buy
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## 2533   AAPL          Buy
## 2534   AAPL          Buy
## 2535   AAPL          Buy
## 2536   AAPL          Buy
## 2537   AAPL          Buy
## 2538   AAPL          Buy
## 2539   AAPL          Buy
## 2540   AAPL          Buy
## 2541   AAPL          Buy
## 2542   AAPL          Buy
## 2543   AAPL          Buy
## 2544   AAPL          Buy
## 2545   AAPL          Buy
## 2546   AAPL          Buy
## 2547   AAPL          Buy
## 2548   AAPL          Buy
## 2549   AAPL          Buy
## 2550   AAPL          Buy
## 2551   AAPL          Buy
## 2552   AAPL          Buy
## 2553   AAPL          Buy
## 2554   AAPL          Buy
## 2555   AAPL          Buy
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## 2557   AAPL          Buy
## 2558   AAPL          Buy
## 2559   AAPL          Buy
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## 2561   AAPL          Buy
## 2562   AAPL          Buy
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## 2565   AAPL          Buy
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## 2567   AAPL          Buy
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## 2574   AAPL          Buy
## 2575   AAPL          Buy
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## 2577   AAPL          Buy
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## 2579   AAPL          Buy
## 2580   AAPL          Buy
## 2581   AAPL          Buy
## 2582   AAPL          Buy
## 2583   AAPL          Buy
## 2584   AAPL          Buy
## 2585   AAPL          Buy
## 2586   AAPL          Buy
## 2587   AAPL          Buy
## 2588   AAPL          Buy
## 2589   AAPL          Buy
## 2590   AAPL          Buy
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## 2592   AAPL          Buy
## 2593   AAPL          Buy
## 2594   AAPL          Buy
## 2595   AAPL          Buy
## 2596   AAPL          Buy
## 2597   AAPL          Buy
## 2598   AAPL          Buy
## 2599   AAPL          Buy
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## 2601   AAPL          Buy
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## 2607   AAPL          Buy
## 2608   AAPL          Buy
## 2609   AAPL          Buy
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## 2613   AAPL          Buy
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## 2617   AAPL          Buy
## 2618   AAPL          Buy
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## 2620   AAPL          Buy
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## 2623   AAPL          Buy
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## 2626   AAPL          Buy
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## 2629   AAPL          Buy
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## 2631   AAPL          Buy
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## 2633   AAPL          Buy
## 2634   AAPL          Buy
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## 2636   AAPL          Buy
## 2637   AAPL          Buy
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## 2640   AAPL          Buy
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## 2642   AAPL          Buy
## 2643   AAPL          Buy
## 2644   AAPL          Buy
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## 2649   AAPL          Buy
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## 2652   AAPL          Buy
## 2653   AAPL          Buy
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## 2655   AAPL          Buy
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## 2657   AAPL          Buy
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## 2662   AAPL          Buy
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## 2666   AAPL          Buy
## 2667   AAPL          Buy
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## 2672   AAPL          Buy
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## 2674   AAPL          Buy
## 2675   AAPL          Buy
## 2676   AAPL          Buy
## 2677   AAPL          Buy
## 2678   AAPL          Buy
## 2679   AAPL          Buy
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## 2682   AAPL          Buy
## 2683   AAPL          Buy
## 2684   AAPL          Buy
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## 2690   AAPL          Buy
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## 2692   AAPL          Buy
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## 2695   AAPL          Buy
## 2696   AAPL          Buy
## 2697   AAPL          Buy
## 2698   AAPL          Buy
## 2699   AAPL          Buy
## 2700   AAPL          Buy
## 2701   AAPL          Buy
## 2702   AAPL          Buy
## 2703   AAPL          Buy
## 2704   AAPL          Buy
## 2705   AAPL          Buy
## 2706   AAPL          Buy
## 2707   AAPL          Buy
## 2708   AAPL          Buy
## 2709   AAPL          Buy
## 2710   AAPL          Buy
## 2711   AAPL          Buy
## 2712   AAPL          Buy
## 2713   AAPL          Buy
## 2714   AAPL          Buy
## 2715   AAPL          Buy
## 2716   AAPL          Buy
## 2717   AAPL          Buy
## 2718   AAPL          Buy
## 2719   AAPL          Buy
## 2720   AAPL          Buy
## 2721   AAPL          Buy
## 2722   AAPL          Buy
## 2723   AAPL          Buy
## 2724   AAPL          Buy
## 2725   AAPL          Buy
## 2726   AAPL          Buy
## 2727   AAPL          Buy
## 2728   AAPL          Buy
## 2729   AAPL          Buy
## 2730   AAPL          Buy
## 2731   AAPL          Buy
## 2732   AAPL          Buy
## 2733   AAPL          Buy
## 2734   AAPL          Buy
## 2735   AAPL          Buy
## 2736   AAPL          Buy
## 2737   AAPL          Buy
## 2738   AAPL          Buy
## 2739   AAPL          Buy
## 2740   AAPL          Buy
## 2741   AAPL          Buy
## 2742   AAPL          Buy
## 2743   AAPL          Buy
## 2744   AAPL          Buy
## 2745   AAPL          Buy
## 2746   AAPL          Buy
## 2747   AAPL          Buy
## 2748   AAPL          Buy
## 2749   AAPL          Buy
## 2750   AAPL          Buy
## 2751   AAPL          Buy
## 2752   AAPL          Buy
## 2753   AAPL          Buy
## 2754   AAPL          Buy
## 2755   AAPL          Buy
## 2756   AAPL          Buy
## 2757   AAPL          Buy
## 2758   AAPL          Buy
## 2759   AAPL          Buy
## 2760   AAPL          Buy
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## 2762   AAPL          Buy
## 2763   AAPL          Buy
## 2764   AAPL          Buy
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## 2767   AAPL          Buy
## 2768   AAPL          Buy
## 2769   AAPL          Buy
## 2770   AAPL          Buy
## 2771   AAPL          Buy
## 2772   AAPL          Buy
## 2773   AAPL          Buy
## 2774   AAPL          Buy
## 2775   AAPL          Buy
## 2776   AAPL          Buy
## 2777   AAPL          Buy
## 2778   AAPL          Buy
## 2779   AAPL          Buy
## 2780   AAPL          Buy
## 2781   AAPL          Buy
## 2782   AAPL          Buy
## 2783   AAPL          Buy
## 2784   AAPL          Buy
## 2785   AAPL          Buy
## 2786   AAPL          Buy
## 2787   AAPL          Buy
## 2788   AAPL          Buy
## 2789   AAPL          Buy
## 2790   AAPL          Buy
## 2791   AAPL          Buy
## 2792   AAPL          Buy
## 2793   AAPL          Buy
## 2794   AAPL          Buy
## 2795   AAPL          Buy
## 2796   AAPL          Buy
## 2797   AAPL          Buy
## 2798   AAPL          Buy
## 2799   AAPL          Buy
## 2800   AAPL          Buy
## 2801   AAPL          Buy
## 2802   AAPL          Buy
## 2803   AAPL          Buy
## 2804   AAPL          Buy
## 2805   AAPL          Buy
## 2806   AAPL          Buy
## 2807   AAPL          Buy
## 2808   AAPL          Buy
## 2809   AAPL          Buy
## 2810   AAPL          Buy
## 2811   AAPL          Buy
## 2812   AAPL          Buy
## 2813   AAPL          Buy
## 2814   AAPL          Buy
## 2815   AAPL          Buy
## 2816   AAPL          Buy
## 2817   AAPL          Buy
## 2818   AAPL          Buy
## 2819   AAPL          Buy
## 2820   AAPL          Buy
## 2821   AAPL          Buy
## 2822   AAPL          Buy
## 2823   AAPL          Buy
## 2824   AAPL          Buy
## 2825   AAPL          Buy
## 2826   AAPL          Buy
## 2827   AAPL          Buy
## 2828   AAPL          Buy
## 2829   AAPL          Buy
## 2830   AAPL          Buy
## 2831   AAPL          Buy
## 2832   AAPL          Buy
## 2833   AAPL          Buy
## 2834   AAPL          Buy
## 2835   AAPL          Buy
## 2836   AAPL          Buy
## 2837   AAPL          Buy
## 2838   AAPL          Buy
## 2839   AAPL          Buy
## 2840   AAPL          Buy
## 2841   AAPL          Buy
## 2842   AAPL          Buy
## 2843   AAPL          Buy
## 2844   AAPL          Buy
## 2845   AAPL          Buy
## 2846   AAPL          Buy
## 2847   AAPL          Buy
## 2848   AAPL          Buy
## 2849   AAPL          Buy
## 2850   AAPL          Buy
## 2851   AAPL          Buy
## 2852   AAPL          Buy
## 2853   AAPL          Buy
## 2854   AAPL          Buy
## 2855   AAPL          Buy
## 2856   AAPL          Buy
## 2857   AAPL          Buy
## 2858   AAPL          Buy
## 2859   AAPL          Buy
## 2860   AAPL          Buy
## 2861   AAPL          Buy
## 2862   AAPL          Buy
## 2863   AAPL          Buy
## 2864   AAPL          Buy
## 2865   AAPL          Buy
## 2866   AAPL          Buy
## 2867   AAPL          Buy
## 2868   AAPL          Buy
## 2869   AAPL          Buy
## 2870   AAPL          Buy
## 2871   AAPL          Buy
## 2872   AAPL          Buy
## 2873   AAPL          Buy
## 2874   AAPL          Buy
## 2875   AAPL          Buy
## 2876   AAPL          Buy
## 2877   AAPL          Buy
## 2878   AAPL          Buy
## 2879   AAPL          Buy
## 2880   AAPL          Buy
## 2881   AAPL          Buy
## 2882   AAPL          Buy
## 2883   AAPL          Buy
## 2884   AAPL          Buy
## 2885   AAPL          Buy
## 2886   AAPL          Buy
## 2887   AAPL          Buy
## 2888   AAPL          Buy
## 2889   AAPL          Buy
## 2890   AAPL          Buy
## 2891   AAPL          Buy
## 2892   AAPL          Buy
## 2893   AAPL          Buy
## 2894   AAPL          Buy
## 2895   AAPL          Buy
## 2896   AAPL          Buy
## 2897   AAPL          Buy
## 2898   AAPL          Buy
## 2899   AAPL          Buy
## 2900   AAPL          Buy
## 2901   AAPL          Buy
## 2902   AAPL          Buy
## 2903   AAPL          Buy
## 2904   AAPL          Buy
## 2905   AAPL          Buy
## 2906   AAPL          Buy
## 2907   AAPL          Buy
## 2908   AAPL          Buy
## 2909   AAPL          Buy
## 2910   AAPL          Buy
## 2911   AAPL          Buy
## 2912   AAPL          Buy
## 2913   AAPL          Buy
## 2914   AAPL          Buy
## 2915   AAPL          Buy
## 2916   AAPL          Buy
## 2917   AAPL          Buy
## 2918   AAPL          Buy
## 2919   AAPL          Buy
## 2920   AAPL          Buy
## 2921   AAPL          Buy
## 2922   AAPL          Buy
## 2923   AAPL          Buy
## 2924   AAPL          Buy
## 2925   AAPL          Buy
## 2926   AAPL          Buy
## 2927   AAPL          Buy
## 2928   AAPL          Buy
## 2929   AAPL          Buy
## 2930   AAPL          Buy
## 2931   AAPL          Buy
## 2932   AAPL          Buy
## 2933   AAPL          Buy
## 2934   AAPL          Buy
## 2935   AAPL          Buy
## 2936   AAPL          Buy
## 2937   AAPL          Buy
## 2938   AAPL          Buy
## 2939   AAPL          Buy
## 2940   AAPL          Buy
## 2941   AAPL          Buy
## 2942   AAPL          Buy
## 2943   AAPL          Buy
## 2944   AAPL          Buy
## 2945   AAPL          Buy
## 2946   AAPL          Buy
## 2947   AAPL          Buy
## 2948   AAPL          Buy
## 2949   AAPL          Buy
## 2950   AAPL          Buy
## 2951   AAPL          Buy
## 2952   AAPL          Buy
## 2953   AAPL          Buy
## 2954   AAPL          Buy
## 2955   AAPL          Buy
## 2956   AAPL          Buy
## 2957   AAPL          Buy
## 2958   AAPL          Buy
## 2959   AAPL          Buy
## 2960   AAPL          Buy
## 2961   AAPL          Buy
## 2962   AAPL          Buy
## 2963   AAPL          Buy
## 2964   AAPL          Buy
## 2965   AAPL          Buy
## 2966   AAPL          Buy
## 2967   AAPL          Buy
## 2968   AAPL          Buy
## 2969   AAPL          Buy
## 2970   AAPL          Buy
## 2971   AAPL          Buy
## 2972   AAPL          Buy
## 2973   AAPL          Buy
## 2974   AAPL          Buy
## 2975   AAPL          Buy
## 2976   AAPL          Buy
## 2977   AAPL          Buy
## 2978   AAPL          Buy
## 2979   AAPL          Buy
## 2980   AAPL          Buy
## 2981   AAPL          Buy
## 2982   AAPL          Buy
## 2983   AAPL          Buy
## 2984   AAPL          Buy
## 2985   AAPL          Buy
## 2986   AAPL          Buy
## 2987   AAPL          Buy
## 2988   AAPL          Buy
## 2989   AAPL          Buy
## 2990   AAPL          Buy
## 2991   AAPL          Buy
## 2992   AAPL          Buy
## 2993   AAPL          Buy
## 2994   AAPL          Buy
## 2995   AAPL          Buy
## 2996   AAPL          Buy
## 2997   AAPL          Buy
## 2998   AAPL          Buy
## 2999   AAPL          Buy
## 3000   AAPL          Buy
## 3001   AAPL          Buy
## 3002   AAPL          Buy
## 3003   AAPL          Buy
## 3004   AAPL          Buy
## 3005   AAPL          Buy
## 3006   AAPL          Buy
## 3007   AAPL          Buy
## 3008   AAPL          Buy
## 3009   AAPL          Buy
## 3010   AAPL          Buy
## 3011   AAPL          Buy
## 3012   AAPL          Buy
## 3013   AAPL          Buy
## 3014   AAPL          Buy
## 3015   AAPL          Buy
## 3016   AAPL          Buy
## 3017   AAPL          Buy
## 3018   AAPL          Buy
## 3019   AAPL          Buy
## 3020   AAPL          Buy
## 3021   AAPL          Buy
## 3022   AAPL          Buy
## 3023   AAPL          Buy
## 3024   AAPL          Buy
## 3025   AAPL          Buy
## 3026   AAPL          Buy
## 3027   AAPL          Buy
## 3028   AAPL          Buy
## 3029   AAPL          Buy
## 3030   AAPL          Buy
## 3031   AAPL          Buy
## 3032   AAPL          Buy
## 3033   AAPL          Buy
## 3034   AAPL          Buy
## 3035   AAPL          Buy
## 3036   AAPL          Buy
## 3037   AAPL          Buy
## 3038   AAPL          Buy
## 3039   AAPL          Buy
## 3040   AAPL          Buy
## 3041   AAPL          Buy
## 3042   AAPL          Buy
## 3043   AAPL          Buy
## 3044   AAPL          Buy
## 3045   AAPL          Buy
## 3046   AAPL          Buy
## 3047   AAPL          Buy
## 3048   AAPL          Buy
## 3049   AAPL          Buy
## 3050   AAPL          Buy
## 3051   AAPL          Buy
## 3052   AAPL          Buy
## 3053   AAPL          Buy
## 3054   AAPL          Buy
## 3055   AAPL          Buy
## 3056   AAPL          Buy
## 3057   AAPL          Buy
## 3058   AAPL          Buy
## 3059   AAPL          Buy
## 3060   AAPL          Buy
## 3061   AAPL          Buy
## 3062   AAPL          Buy
## 3063   AAPL          Buy
## 3064   AAPL          Buy
## 3065   AAPL          Buy
## 3066   AAPL          Buy
## 3067   AAPL          Buy
## 3068   AAPL          Buy
## 3069   AAPL          Buy
## 3070   AAPL          Buy
## 3071   AAPL          Buy
## 3072   AAPL          Buy
## 3073   AAPL          Buy
## 3074   AAPL          Buy
## 3075   AAPL          Buy
## 3076   AAPL          Buy
## 3077   AAPL          Buy
## 3078   AAPL          Buy
## 3079   AAPL          Buy
## 3080   AAPL          Buy
## 3081   AAPL          Buy
## 3082   AAPL          Buy
## 3083   AAPL          Buy
## 3084   AAPL          Buy
## 3085   AAPL          Buy
## 3086   AAPL          Buy
## 3087   AAPL          Buy
## 3088   AAPL          Buy
## 3089   AAPL          Buy
## 3090   AAPL          Buy
## 3091   AAPL          Buy
## 3092   AAPL          Buy
## 3093   AAPL          Buy
## 3094   AAPL          Buy
## 3095   AAPL          Buy
## 3096   AAPL          Buy
## 3097   AAPL          Buy
## 3098   AAPL          Buy
## 3099   AAPL          Buy
## 3100   AAPL          Buy
## 3101   AAPL          Buy
## 3102   AAPL          Buy
## 3103   AAPL          Buy
## 3104   AAPL          Buy
## 3105   AAPL          Buy
## 3106   AAPL          Buy
## 3107   AAPL          Buy
## 3108   AAPL          Buy
## 3109   AAPL          Buy
## 3110   AAPL          Buy
## 3111   AAPL          Buy
## 3112   AAPL          Buy
## 3113   AAPL          Buy
## 3114   AAPL          Buy
## 3115   AAPL          Buy
## 3116   AAPL          Buy
## 3117   AAPL          Buy
## 3118   AAPL          Buy
## 3119   AAPL          Buy
## 3120   AAPL          Buy
## 3121   AAPL          Buy
## 3122   AAPL          Buy
## 3123   AAPL          Buy
## 3124   AAPL          Buy
## 3125   AAPL          Buy
## 3126   AAPL          Buy
## 3127   AAPL          Buy
## 3128   AAPL          Buy
## 3129   AAPL          Buy
## 3130   AAPL          Buy
## 3131   AAPL          Buy
## 3132   AAPL          Buy
## 3133   AAPL          Buy
## 3134   AAPL          Buy
## 3135   AAPL          Buy
## 3136   AAPL          Buy
## 3137   AAPL          Buy
## 3138   AAPL          Buy
## 3139   AAPL          Buy
## 3140   AAPL          Buy
## 3141   AAPL          Buy
## 3142   AAPL          Buy
## 3143   AAPL          Buy
## 3144   AAPL          Buy
## 3145   AAPL          Buy
## 3146   AAPL          Buy
## 3147   AAPL          Buy
## 3148   AAPL          Buy
## 3149   AAPL          Buy
## 3150   AAPL          Buy
## 3151   AAPL          Buy
## 3152   AAPL          Buy
## 3153   AAPL          Buy
## 3154   AAPL          Buy
## 3155   AAPL          Buy
## 3156   AAPL          Buy
## 3157   AAPL          Buy
## 3158   AAPL          Buy
## 3159   AAPL          Buy
## 3160   AAPL          Buy
## 3161   AAPL          Buy
## 3162   AAPL          Buy
## 3163   AAPL          Buy
## 3164   AAPL          Buy
## 3165   AAPL          Buy
## 3166   AAPL          Buy
## 3167   AAPL          Buy
## 3168   AAPL          Buy
## 3169   AAPL          Buy
## 3170   AAPL          Buy
## 3171   AAPL          Buy
## 3172   AAPL          Buy
## 3173   AAPL          Buy
## 3174   AAPL          Buy
## 3175   AAPL          Buy
## 3176   AAPL          Buy
## 3177   AAPL          Buy
## 3178   AAPL          Buy
## 3179   AAPL          Buy
## 3180   AAPL          Buy
## 3181   AAPL          Buy
## 3182   AAPL          Buy
## 3183   AAPL          Buy
## 3184   AAPL          Buy
## 3185   AAPL          Buy
## 3186   AAPL          Buy
## 3187   AAPL          Buy
## 3188   AAPL          Buy
## 3189   AAPL          Buy
## 3190   AAPL          Buy
## 3191   AAPL          Buy
## 3192   AAPL          Buy
## 3193   AAPL          Buy
## 3194   AAPL          Buy
## 3195   AAPL          Buy
## 3196   AAPL          Buy
## 3197   AAPL          Buy
## 3198   AAPL          Buy
## 3199   AAPL          Buy
## 3200   AAPL          Buy
## 3201   AAPL          Buy
## 3202   AAPL          Buy
## 3203   AAPL          Buy
## 3204   AAPL          Buy
## 3205   AAPL          Buy
## 3206   AAPL          Buy
## 3207   AAPL          Buy
## 3208   AAPL          Buy
## 3209   AAPL          Buy
## 3210   AAPL          Buy
## 3211   AAPL          Buy
## 3212   AAPL          Buy
## 3213   AAPL          Buy
## 3214   AAPL          Buy
## 3215   AAPL          Buy
## 3216   AAPL          Buy
## 3217   AAPL          Buy
## 3218   AAPL          Buy
## 3219   AAPL          Buy
## 3220   AAPL          Buy
## 3221   AAPL          Buy
## 3222   AAPL          Buy
## 3223   AAPL          Buy
## 3224   AAPL          Buy
## 3225   AAPL          Buy
## 3226   AAPL          Buy
## 3227   AAPL          Buy
## 3228   AAPL          Buy
## 3229   AAPL          Buy
## 3230   AAPL          Buy
## 3231   AAPL          Buy
## 3232   AAPL          Buy
## 3233   AAPL          Buy
## 3234   AAPL          Buy
## 3235   AAPL          Buy
## 3236   AAPL          Buy
## 3237   AAPL          Buy
## 3238   AAPL          Buy
## 3239   AAPL          Buy
## 3240   AAPL          Buy
## 3241   AAPL          Buy
## 3242   AAPL          Buy
## 3243   AAPL          Buy
## 3244   AAPL          Buy
## 3245   AAPL          Buy
## 3246   AAPL          Buy
## 3247   AAPL          Buy
## 3248   AAPL          Buy
## 3249   AAPL          Buy
## 3250   AAPL          Buy
## 3251   AAPL          Buy
## 3252   AAPL          Buy
## 3253   AAPL          Buy
## 3254   AAPL          Buy
## 3255   AAPL          Buy
## 3256   AAPL          Buy
## 3257   AAPL          Buy
## 3258   AAPL          Buy
## 3259   AAPL          Buy
## 3260   AAPL          Buy
## 3261   AAPL          Buy
## 3262   AAPL          Buy
## 3263   AAPL          Buy
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## 3265   AAPL          Buy
## 3266   AAPL          Buy
## 3267   AAPL          Buy
## 3268   AAPL          Buy
## 3269   AAPL          Buy
## 3270   AAPL          Buy
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## 3272   AMZN         Sell
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## 3278   AMZN          Buy
## 3279   AMZN          Buy
## 3280   AMZN          Buy
## 3281   AMZN          Buy
## 3282   AMZN          Buy
## 3283   AMZN          Buy
## 3284   AMZN          Buy
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## 3287   AMZN          Buy
## 3288   AMZN          Buy
## 3289   AMZN          Buy
## 3290   AMZN          Buy
## 3291   AMZN          Buy
## 3292   AMZN          Buy
## 3293   AMZN          Buy
## 3294   AMZN          Buy
## 3295   AMZN          Buy
## 3296   AMZN          Buy
## 3297   AMZN          Buy
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## 3303   AMZN          Buy
## 3304   AMZN          Buy
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## 3306   AMZN          Buy
## 3307   AMZN          Buy
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## 3317   AMZN          Buy
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## 3321   AMZN          Buy
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## 3323   AMZN          Buy
## 3324   AMZN          Buy
## 3325   AMZN          Buy
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## 3328   AMZN          Buy
## 3329   AMZN          Buy
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## 3331   AMZN          Buy
## 3332   AMZN          Buy
## 3333   AMZN          Buy
## 3334   AMZN          Buy
## 3335   AMZN          Buy
## 3336   AMZN          Buy
## 3337   AMZN          Buy
## 3338   AMZN          Buy
## 3339   AMZN          Buy
## 3340   AMZN          Buy
## 3341   AMZN          Buy
## 3342   AMZN          Buy
## 3343   AMZN          Buy
## 3344   AMZN          Buy
## 3345   AMZN          Buy
## 3346   AMZN          Buy
## 3347   AMZN          Buy
## 3348   AMZN          Buy
## 3349   AMZN          Buy
## 3350   AMZN          Buy
## 3351   AMZN          Buy
## 3352   AMZN          Buy
## 3353   AMZN          Buy
## 3354   AMZN          Buy
## 3355   AMZN          Buy
## 3356   AMZN          Buy
## 3357   AMZN          Buy
## 3358   AMZN          Buy
## 3359   AMZN          Buy
## 3360   AMZN          Buy
## 3361   AMZN          Buy
## 3362   AMZN          Buy
## 3363   AMZN          Buy
## 3364   AMZN          Buy
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## 3366   AMZN          Buy
## 3367   AMZN          Buy
## 3368   AMZN          Buy
## 3369   AMZN          Buy
## 3370   AMZN          Buy
## 3371   AMZN          Buy
## 3372   AMZN          Buy
## 3373   AMZN          Buy
## 3374   AMZN          Buy
## 3375   AMZN          Buy
## 3376   AMZN          Buy
## 3377   AMZN          Buy
## 3378   AMZN          Buy
## 3379   AMZN          Buy
## 3380   AMZN          Buy
## 3381   AMZN          Buy
## 3382   AMZN          Buy
## 3383   AMZN          Buy
## 3384   AMZN          Buy
## 3385   AMZN          Buy
## 3386   AMZN          Buy
## 3387   AMZN          Buy
## 3388   AMZN          Buy
## 3389   AMZN          Buy
## 3390   AMZN          Buy
## 3391   AMZN          Buy
## 3392   AMZN          Buy
## 3393   AMZN          Buy
## 3394   AMZN          Buy
## 3395   AMZN          Buy
## 3396   AMZN          Buy
## 3397   AMZN          Buy
## 3398   AMZN          Buy
## 3399   AMZN          Buy
## 3400   AMZN          Buy
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## 3402   AMZN          Buy
## 3403   AMZN          Buy
## 3404   AMZN          Buy
## 3405   AMZN          Buy
## 3406   AMZN          Buy
## 3407   AMZN          Buy
## 3408   AMZN          Buy
## 3409   AMZN          Buy
## 3410   AMZN          Buy
## 3411   AMZN          Buy
## 3412   AMZN          Buy
## 3413   AMZN          Buy
## 3414   AMZN          Buy
## 3415   AMZN          Buy
## 3416   AMZN          Buy
## 3417   AMZN          Buy
## 3418   AMZN          Buy
## 3419   AMZN          Buy
## 3420   AMZN          Buy
## 3421   AMZN          Buy
## 3422   AMZN          Buy
## 3423   AMZN          Buy
## 3424   AMZN          Buy
## 3425   AMZN          Buy
## 3426   AMZN          Buy
## 3427   AMZN          Buy
## 3428   AMZN          Buy
## 3429   AMZN          Buy
## 3430   AMZN          Buy
## 3431   AMZN          Buy
## 3432   AMZN          Buy
## 3433   AMZN          Buy
## 3434   AMZN          Buy
## 3435   AMZN          Buy
## 3436   AMZN          Buy
## 3437   AMZN          Buy
## 3438   AMZN          Buy
## 3439   AMZN          Buy
## 3440   AMZN          Buy
## 3441   AMZN          Buy
## 3442   AMZN          Buy
## 3443   AMZN          Buy
## 3444   AMZN          Buy
## 3445   AMZN          Buy
## 3446   AMZN          Buy
## 3447   AMZN          Buy
## 3448   AMZN          Buy
## 3449   AMZN          Buy
## 3450   AMZN          Buy
## 3451   AMZN          Buy
## 3452   AMZN          Buy
## 3453   AMZN          Buy
## 3454   AMZN          Buy
## 3455   AMZN          Buy
## 3456   AMZN          Buy
## 3457   AMZN          Buy
## 3458   AMZN          Buy
## 3459   AMZN          Buy
## 3460   AMZN          Buy
## 3461   AMZN          Buy
## 3462   AMZN          Buy
## 3463   AMZN          Buy
## 3464   AMZN          Buy
## 3465   AMZN          Buy
## 3466   AMZN          Buy
## 3467   AMZN          Buy
## 3468   AMZN          Buy
## 3469   AMZN          Buy
## 3470   AMZN          Buy
## 3471   AMZN          Buy
## 3472   AMZN          Buy
## 3473   AMZN          Buy
## 3474   AMZN          Buy
## 3475   AMZN          Buy
## 3476   AMZN          Buy
## 3477   AMZN          Buy
## 3478   AMZN          Buy
## 3479   AMZN          Buy
## 3480   AMZN          Buy
## 3481   AMZN          Buy
## 3482   AMZN          Buy
## 3483   AMZN          Buy
## 3484   AMZN          Buy
## 3485   AMZN          Buy
## 3486   AMZN          Buy
## 3487   AMZN          Buy
## 3488   AMZN          Buy
## 3489   AMZN          Buy
## 3490   AMZN          Buy
## 3491   AMZN          Buy
## 3492   AMZN          Buy
## 3493   AMZN          Buy
## 3494   AMZN          Buy
## 3495   AMZN          Buy
## 3496   AMZN          Buy
## 3497   AMZN          Buy
## 3498   AMZN          Buy
## 3499   AMZN          Buy
## 3500   AMZN          Buy
## 3501   AMZN          Buy
## 3502   AMZN          Buy
## 3503   AMZN          Buy
## 3504   AMZN          Buy
## 3505   AMZN          Buy
## 3506   AMZN          Buy
## 3507   AMZN          Buy
## 3508   AMZN          Buy
## 3509   AMZN          Buy
## 3510   AMZN          Buy
## 3511   AMZN          Buy
## 3512   AMZN          Buy
## 3513   AMZN          Buy
## 3514   AMZN          Buy
## 3515   AMZN          Buy
## 3516   AMZN          Buy
## 3517   AMZN          Buy
## 3518   AMZN          Buy
## 3519   AMZN          Buy
## 3520   AMZN          Buy
## 3521   AMZN          Buy
## 3522   AMZN          Buy
## 3523   AMZN          Buy
## 3524   AMZN          Buy
## 3525   AMZN          Buy
## 3526   AMZN          Buy
## 3527   AMZN          Buy
## 3528   AMZN          Buy
## 3529   AMZN          Buy
## 3530   AMZN          Buy
## 3531   AMZN          Buy
## 3532   AMZN          Buy
## 3533   AMZN          Buy
## 3534   AMZN          Buy
## 3535   AMZN          Buy
## 3536   AMZN          Buy
## 3537   AMZN          Buy
## 3538   AMZN          Buy
## 3539   AMZN          Buy
## 3540   AMZN          Buy
## 3541   AMZN          Buy
## 3542   AMZN          Buy
## 3543   AMZN          Buy
## 3544   AMZN          Buy
## 3545   AMZN          Buy
## 3546   AMZN          Buy
## 3547   AMZN          Buy
## 3548   AMZN          Buy
## 3549   AMZN          Buy
## 3550   AMZN          Buy
## 3551   AMZN          Buy
## 3552   AMZN          Buy
## 3553   AMZN          Buy
## 3554   AMZN          Buy
## 3555   AMZN          Buy
## 3556   AMZN          Buy
## 3557   AMZN          Buy
## 3558   AMZN          Buy
## 3559   AMZN          Buy
## 3560   AMZN          Buy
## 3561   AMZN          Buy
## 3562   AMZN          Buy
## 3563   AMZN          Buy
## 3564   AMZN          Buy
## 3565   AMZN          Buy
## 3566   AMZN          Buy
## 3567   AMZN          Buy
## 3568   AMZN          Buy
## 3569   AMZN          Buy
## 3570   AMZN          Buy
## 3571   AMZN          Buy
## 3572   AMZN          Buy
## 3573   AMZN          Buy
## 3574   AMZN          Buy
## 3575   AMZN          Buy
## 3576   AMZN          Buy
## 3577   AMZN          Buy
## 3578   AMZN          Buy
## 3579   AMZN          Buy
## 3580   AMZN          Buy
## 3581   AMZN          Buy
## 3582   AMZN          Buy
## 3583   AMZN          Buy
## 3584   AMZN          Buy
## 3585   AMZN          Buy
## 3586   AMZN          Buy
## 3587   AMZN          Buy
## 3588   AMZN          Buy
## 3589   AMZN          Buy
## 3590   AMZN          Buy
## 3591   AMZN          Buy
## 3592   AMZN          Buy
## 3593   AMZN          Buy
## 3594   AMZN          Buy
## 3595   AMZN          Buy
## 3596   AMZN          Buy
## 3597   AMZN          Buy
## 3598   AMZN          Buy
## 3599   AMZN          Buy
## 3600   AMZN          Buy
## 3601   AMZN          Buy
## 3602   AMZN          Buy
## 3603   AMZN          Buy
## 3604   AMZN          Buy
## 3605   AMZN          Buy
## 3606   AMZN          Buy
## 3607   AMZN          Buy
## 3608   AMZN          Buy
## 3609   AMZN          Buy
## 3610   AMZN          Buy
## 3611   AMZN          Buy
## 3612   AMZN          Buy
## 3613   AMZN          Buy
## 3614   AMZN          Buy
## 3615   AMZN          Buy
## 3616   AMZN          Buy
## 3617   AMZN          Buy
## 3618   AMZN          Buy
## 3619   AMZN          Buy
## 3620   AMZN          Buy
## 3621   AMZN          Buy
## 3622   AMZN          Buy
## 3623   AMZN          Buy
## 3624   AMZN          Buy
## 3625   AMZN          Buy
## 3626   AMZN          Buy
## 3627   AMZN          Buy
## 3628   AMZN          Buy
## 3629   AMZN          Buy
## 3630   AMZN          Buy
## 3631   AMZN          Buy
## 3632   AMZN          Buy
## 3633   AMZN          Buy
## 3634   AMZN          Buy
## 3635   AMZN          Buy
## 3636   AMZN          Buy
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## 3638   AMZN          Buy
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## 3641   AMZN          Buy
## 3642   AMZN          Buy
## 3643   AMZN          Buy
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## 3645   AMZN          Buy
## 3646   AMZN          Buy
## 3647   AMZN          Buy
## 3648   AMZN          Buy
## 3649   AMZN          Buy
## 3650   AMZN          Buy
## 3651   AMZN          Buy
## 3652   AMZN          Buy
## 3653   AMZN          Buy
## 3654   AMZN          Buy
## 3655   AMZN          Buy
## 3656   AMZN          Buy
## 3657   AMZN          Buy
## 3658   AMZN          Buy
## 3659   AMZN          Buy
## 3660   AMZN          Buy
## 3661   AMZN          Buy
## 3662   AMZN          Buy
## 3663   AMZN          Buy
## 3664   AMZN          Buy
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## 3666   AMZN          Buy
## 3667   AMZN          Buy
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## 3669   AMZN          Buy
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## 3679   AMZN          Buy
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## 3682   AMZN          Buy
## 3683   AMZN          Buy
## 3684   AMZN          Buy
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## 3687   AMZN          Buy
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## 3694   AMZN          Buy
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## 3699   AMZN          Buy
## 3700   AMZN          Buy
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## 3704   AMZN          Buy
## 3705   AMZN          Buy
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## 3710   AMZN          Buy
## 3711   AMZN          Buy
## 3712   AMZN          Buy
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## 3714   AMZN          Buy
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## 3716   AMZN          Buy
## 3717   AMZN          Buy
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## 3721   AMZN          Buy
## 3722   AMZN          Buy
## 3723   AMZN          Buy
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## 3725   AMZN          Buy
## 3726   AMZN          Buy
## 3727   AMZN          Buy
## 3728   AMZN          Buy
## 3729   AMZN          Buy
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## 3745   AMZN          Buy
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## 3749   AMZN          Buy
## 3750   AMZN          Buy
## 3751   AMZN          Buy
## 3752   AMZN          Buy
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## 3755   AMZN          Buy
## 3756   AMZN          Buy
## 3757   AMZN          Buy
## 3758   AMZN          Buy
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## 3760   AMZN          Buy
## 3761   AMZN          Buy
## 3762   AMZN          Buy
## 3763   AMZN          Buy
## 3764   AMZN          Buy
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## 3767   AMZN          Buy
## 3768   AMZN          Buy
## 3769   AMZN          Buy
## 3770   AMZN          Buy
## 3771   AMZN          Buy
## 3772   AMZN          Buy
## 3773   AMZN          Buy
## 3774   AMZN          Buy
## 3775   AMZN          Buy
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## 3780   AMZN          Buy
## 3781   AMZN          Buy
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## 3784   AMZN          Buy
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## 3790   AMZN          Buy
## 3791   AMZN          Buy
## 3792   AMZN          Buy
## 3793   AMZN          Buy
## 3794   AMZN          Buy
## 3795   AMZN          Buy
## 3796   AMZN          Buy
## 3797   AMZN          Buy
## 3798   AMZN          Buy
## 3799   AMZN          Buy
## 3800   AMZN          Buy
## 3801   AMZN          Buy
## 3802   AMZN          Buy
## 3803   AMZN          Buy
## 3804   AMZN          Buy
## 3805   AMZN          Buy
## 3806   AMZN          Buy
## 3807   AMZN          Buy
## 3808   AMZN          Buy
## 3809   AMZN          Buy
## 3810   AMZN          Buy
## 3811   AMZN          Buy
## 3812   AMZN          Buy
## 3813   AMZN          Buy
## 3814   AMZN          Buy
## 3815   AMZN          Buy
## 3816   AMZN          Buy
## 3817   AMZN          Buy
## 3818   AMZN          Buy
## 3819   AMZN          Buy
## 3820   AMZN          Buy
## 3821   AMZN          Buy
## 3822   AMZN          Buy
## 3823   AMZN          Buy
## 3824   AMZN          Buy
## 3825   AMZN          Buy
## 3826   AMZN          Buy
## 3827   AMZN          Buy
## 3828   AMZN          Buy
## 3829   AMZN          Buy
## 3830   AMZN          Buy
## 3831   AMZN          Buy
## 3832   AMZN          Buy
## 3833   AMZN          Buy
## 3834   AMZN          Buy
## 3835   AMZN          Buy
## 3836   AMZN          Buy
## 3837   AMZN          Buy
## 3838   AMZN          Buy
## 3839   AMZN          Buy
## 3840   AMZN          Buy
## 3841   AMZN          Buy
## 3842   AMZN          Buy
## 3843   AMZN          Buy
## 3844   AMZN          Buy
## 3845   AMZN          Buy
## 3846   AMZN          Buy
## 3847   AMZN          Buy
## 3848   AMZN          Buy
## 3849   AMZN          Buy
## 3850   AMZN          Buy
## 3851   AMZN          Buy
## 3852   AMZN          Buy
## 3853   AMZN          Buy
## 3854   AMZN          Buy
## 3855   AMZN          Buy
## 3856   AMZN          Buy
## 3857   AMZN          Buy
## 3858   AMZN          Buy
## 3859   AMZN          Buy
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## 4600   AMZN          Buy
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## 5342   AMZN          Buy
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## 6084   AMZN          Buy
## 6085   AMZN          Buy
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## 6410   AMZN          Buy
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## 6417   AMZN          Buy
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## 6421   AMZN          Buy
## 6422   AMZN          Buy
## 6423   AMZN          Buy
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## 6437   AMZN          Buy
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## 6440   AMZN          Buy
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## 6445   AMZN          Buy
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## 6450   AMZN          Buy
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## 6460   AMZN          Buy
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## 6475   AMZN          Buy
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## 6477   AMZN          Buy
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## 6485   AMZN          Buy
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## 6488   AMZN          Buy
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## 6499   AMZN          Buy
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## 6508   AMZN          Buy
## 6509   AMZN          Buy
## 6510   AMZN          Buy
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## 6522   AMZN          Buy
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## 6538   AMZN          Buy
## 6539   AMZN          Buy
## 6540   AMZN          Buy
## 6541   AMZN          Buy
## 6542   AMZN          Buy
## 6543    JNJ         Sell
## 6544    JNJ         Sell
## 6545    JNJ         Sell
## 6546    JNJ         Sell
## 6547    JNJ          Buy
## 6548    JNJ          Buy
## 6549    JNJ          Buy
## 6550    JNJ          Buy
## 6551    JNJ          Buy
## 6552    JNJ          Buy
## 6553    JNJ          Buy
## 6554    JNJ          Buy
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## 6564    JNJ          Buy
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## 6566    JNJ          Buy
## 6567    JNJ          Buy
## 6568    JNJ          Buy
## 6569    JNJ          Buy
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## 6610    JNJ          Buy
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## 6620    JNJ          Buy
## 6621    JNJ          Buy
## 6622    JNJ          Buy
## 6623    JNJ          Buy
## 6624    JNJ          Buy
## 6625    JNJ          Buy
## 6626    JNJ          Buy
## 6627    JNJ          Buy
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## 6667    JNJ          Buy
## 6668    JNJ          Buy
## 6669    JNJ          Buy
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## 6675    JNJ          Buy
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## 6677    JNJ          Buy
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## 6680    JNJ          Buy
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## 6685    JNJ          Buy
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## 6688    JNJ          Buy
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## 6699    JNJ          Buy
## 6700    JNJ          Buy
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## 6705    JNJ          Buy
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## 6710    JNJ          Buy
## 6711    JNJ          Buy
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## 6714    JNJ          Buy
## 6715    JNJ          Buy
## 6716    JNJ          Buy
## 6717    JNJ          Buy
## 6718    JNJ          Buy
## 6719    JNJ          Buy
## 6720    JNJ          Buy
## 6721    JNJ          Buy
## 6722    JNJ          Buy
## 6723    JNJ          Buy
## 6724    JNJ          Buy
## 6725    JNJ          Buy
## 6726    JNJ          Buy
## 6727    JNJ          Buy
## 6728    JNJ          Buy
## 6729    JNJ          Buy
## 6730    JNJ          Buy
## 6731    JNJ          Buy
## 6732    JNJ          Buy
## 6733    JNJ          Buy
## 6734    JNJ          Buy
## 6735    JNJ          Buy
## 6736    JNJ          Buy
## 6737    JNJ          Buy
## 6738    JNJ          Buy
## 6739    JNJ          Buy
## 6740    JNJ          Buy
## 6741    JNJ          Buy
## 6742    JNJ          Buy
## 6743    JNJ          Buy
## 6744    JNJ          Buy
## 6745    JNJ          Buy
## 6746    JNJ          Buy
## 6747    JNJ          Buy
## 6748    JNJ          Buy
## 6749    JNJ          Buy
## 6750    JNJ          Buy
## 6751    JNJ          Buy
## 6752    JNJ          Buy
## 6753    JNJ          Buy
## 6754    JNJ          Buy
## 6755    JNJ          Buy
## 6756    JNJ          Buy
## 6757    JNJ          Buy
## 6758    JNJ          Buy
## 6759    JNJ          Buy
## 6760    JNJ          Buy
## 6761    JNJ          Buy
## 6762    JNJ          Buy
## 6763    JNJ          Buy
## 6764    JNJ          Buy
## 6765    JNJ          Buy
## 6766    JNJ          Buy
## 6767    JNJ          Buy
## 6768    JNJ          Buy
## 6769    JNJ          Buy
## 6770    JNJ          Buy
## 6771    JNJ          Buy
## 6772    JNJ          Buy
## 6773    JNJ          Buy
## 6774    JNJ          Buy
## 6775    JNJ          Buy
## 6776    JNJ          Buy
## 6777    JNJ          Buy
## 6778    JNJ          Buy
## 6779    JNJ          Buy
## 6780    JNJ          Buy
## 6781    JNJ          Buy
## 6782    JNJ          Buy
## 6783    JNJ          Buy
## 6784    JNJ          Buy
## 6785    JNJ          Buy
## 6786    JNJ          Buy
## 6787    JNJ          Buy
## 6788    JNJ          Buy
## 6789    JNJ          Buy
## 6790    JNJ          Buy
## 6791    JNJ          Buy
## 6792    JNJ          Buy
## 6793    JNJ          Buy
## 6794    JNJ          Buy
## 6795    JNJ          Buy
## 6796    JNJ          Buy
## 6797    JNJ          Buy
## 6798    JNJ          Buy
## 6799    JNJ          Buy
## 6800    JNJ          Buy
## 6801    JNJ          Buy
## 6802    JNJ          Buy
## 6803    JNJ          Buy
## 6804    JNJ          Buy
## 6805    JNJ          Buy
## 6806    JNJ          Buy
## 6807    JNJ          Buy
## 6808    JNJ          Buy
## 6809    JNJ          Buy
## 6810    JNJ          Buy
## 6811    JNJ          Buy
## 6812    JNJ          Buy
## 6813    JNJ          Buy
## 6814    JNJ          Buy
## 6815    JNJ          Buy
## 6816    JNJ          Buy
## 6817    JNJ          Buy
## 6818    JNJ          Buy
## 6819    JNJ          Buy
## 6820    JNJ          Buy
## 6821    JNJ          Buy
## 6822    JNJ          Buy
## 6823    JNJ          Buy
## 6824    JNJ          Buy
## 6825    JNJ          Buy
## 6826    JNJ          Buy
## 6827    JNJ          Buy
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## 7155    JNJ          Buy
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## 7163    JNJ          Buy
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## 7172    JNJ          Buy
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## 7184    JNJ          Buy
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## 7186    JNJ          Buy
## 7187    JNJ          Buy
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## 7189    JNJ          Buy
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## 7197    JNJ          Buy
## 7198    JNJ          Buy
## 7199    JNJ          Buy
## 7200    JNJ          Buy
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## 7205    JNJ          Buy
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## 7230    JNJ          Buy
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## 7239    JNJ          Buy
## 7240    JNJ          Buy
## 7241    JNJ          Buy
## 7242    JNJ          Buy
## 7243    JNJ          Buy
## 7244    JNJ          Buy
## 7245    JNJ          Buy
## 7246    JNJ          Buy
## 7247    JNJ          Buy
## 7248    JNJ          Buy
## 7249    JNJ          Buy
## 7250    JNJ          Buy
## 7251    JNJ          Buy
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## 7253    JNJ          Buy
## 7254    JNJ          Buy
## 7255    JNJ          Buy
## 7256    JNJ          Buy
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## 7258    JNJ          Buy
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## 7262    JNJ          Buy
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## 7266    JNJ          Buy
## 7267    JNJ          Buy
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## 7274    JNJ          Buy
## 7275    JNJ          Buy
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## 7278    JNJ          Buy
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## 7281    JNJ          Buy
## 7282    JNJ          Buy
## 7283    JNJ          Buy
## 7284    JNJ          Buy
## 7285    JNJ          Buy
## 7286    JNJ          Buy
## 7287    JNJ          Buy
## 7288    JNJ          Buy
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## 7290    JNJ          Buy
## 7291    JNJ          Buy
## 7292    JNJ          Buy
## 7293    JNJ          Buy
## 7294    JNJ          Buy
## 7295    JNJ          Buy
## 7296    JNJ          Buy
## 7297    JNJ          Buy
## 7298    JNJ          Buy
## 7299    JNJ          Buy
## 7300    JNJ          Buy
## 7301    JNJ          Buy
## 7302    JNJ          Buy
## 7303    JNJ          Buy
## 7304    JNJ          Buy
## 7305    JNJ          Buy
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## 7307    JNJ          Buy
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## 7309    JNJ          Buy
## 7310    JNJ          Buy
## 7311    JNJ          Buy
## 7312    JNJ          Buy
## 7313    JNJ          Buy
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## 7315    JNJ          Buy
## 7316    JNJ          Buy
## 7317    JNJ          Buy
## 7318    JNJ          Buy
## 7319    JNJ          Buy
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## 7322    JNJ          Buy
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## 7327    JNJ          Buy
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## 7330    JNJ          Buy
## 7331    JNJ          Buy
## 7332    JNJ          Buy
## 7333    JNJ          Buy
## 7334    JNJ          Buy
## 7335    JNJ          Buy
## 7336    JNJ          Buy
## 7337    JNJ          Buy
## 7338    JNJ          Buy
## 7339    JNJ          Buy
## 7340    JNJ          Buy
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## 7342    JNJ          Buy
## 7343    JNJ          Buy
## 7344    JNJ          Buy
## 7345    JNJ          Buy
## 7346    JNJ          Buy
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## 7350    JNJ          Buy
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## 7352    JNJ          Buy
## 7353    JNJ          Buy
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## 7355    JNJ          Buy
## 7356    JNJ          Buy
## 7357    JNJ          Buy
## 7358    JNJ          Buy
## 7359    JNJ          Buy
## 7360    JNJ          Buy
## 7361    JNJ          Buy
## 7362    JNJ          Buy
## 7363    JNJ          Buy
## 7364    JNJ          Buy
## 7365    JNJ          Buy
## 7366    JNJ          Buy
## 7367    JNJ          Buy
## 7368    JNJ          Buy
## 7369    JNJ          Buy
## 7370    JNJ          Buy
## 7371    JNJ          Buy
## 7372    JNJ          Buy
## 7373    JNJ          Buy
## 7374    JNJ          Buy
## 7375    JNJ          Buy
## 7376    JNJ          Buy
## 7377    JNJ          Buy
## 7378    JNJ          Buy
## 7379    JNJ          Buy
## 7380    JNJ          Buy
## 7381    JNJ          Buy
## 7382    JNJ          Buy
## 7383    JNJ          Buy
## 7384    JNJ          Buy
## 7385    JNJ          Buy
## 7386    JNJ          Buy
## 7387    JNJ          Buy
## 7388    JNJ          Buy
## 7389    JNJ          Buy
## 7390    JNJ          Buy
## 7391    JNJ          Buy
## 7392    JNJ          Buy
## 7393    JNJ          Buy
## 7394    JNJ          Buy
## 7395    JNJ          Buy
## 7396    JNJ          Buy
## 7397    JNJ          Buy
## 7398    JNJ          Buy
## 7399    JNJ          Buy
## 7400    JNJ          Buy
## 7401    JNJ          Buy
## 7402    JNJ          Buy
## 7403    JNJ          Buy
## 7404    JNJ          Buy
## 7405    JNJ          Buy
## 7406    JNJ          Buy
## 7407    JNJ          Buy
## 7408    JNJ          Buy
## 7409    JNJ          Buy
## 7410    JNJ          Buy
## 7411    JNJ          Buy
## 7412    JNJ          Buy
## 7413    JNJ          Buy
## 7414    JNJ          Buy
## 7415    JNJ          Buy
## 7416    JNJ          Buy
## 7417    JNJ          Buy
## 7418    JNJ          Buy
## 7419    JNJ          Buy
## 7420    JNJ          Buy
## 7421    JNJ          Buy
## 7422    JNJ          Buy
## 7423    JNJ          Buy
## 7424    JNJ          Buy
## 7425    JNJ          Buy
## 7426    JNJ          Buy
## 7427    JNJ          Buy
## 7428    JNJ          Buy
## 7429    JNJ          Buy
## 7430    JNJ          Buy
## 7431    JNJ          Buy
## 7432    JNJ          Buy
## 7433    JNJ          Buy
## 7434    JNJ          Buy
## 7435    JNJ          Buy
## 7436    JNJ          Buy
## 7437    JNJ          Buy
## 7438    JNJ          Buy
## 7439    JNJ          Buy
## 7440    JNJ          Buy
## 7441    JNJ          Buy
## 7442    JNJ          Buy
## 7443    JNJ          Buy
## 7444    JNJ          Buy
## 7445    JNJ          Buy
## 7446    JNJ          Buy
## 7447    JNJ          Buy
## 7448    JNJ          Buy
## 7449    JNJ          Buy
## 7450    JNJ          Buy
## 7451    JNJ          Buy
## 7452    JNJ          Buy
## 7453    JNJ          Buy
## 7454    JNJ          Buy
## 7455    JNJ          Buy
## 7456    JNJ          Buy
## 7457    JNJ          Buy
## 7458    JNJ          Buy
## 7459    JNJ          Buy
## 7460    JNJ          Buy
## 7461    JNJ          Buy
## 7462    JNJ          Buy
## 7463    JNJ          Buy
## 7464    JNJ          Buy
## 7465    JNJ          Buy
## 7466    JNJ          Buy
## 7467    JNJ          Buy
## 7468    JNJ          Buy
## 7469    JNJ          Buy
## 7470    JNJ          Buy
## 7471    JNJ          Buy
## 7472    JNJ          Buy
## 7473    JNJ          Buy
## 7474    JNJ          Buy
## 7475    JNJ          Buy
## 7476    JNJ          Buy
## 7477    JNJ          Buy
## 7478    JNJ          Buy
## 7479    JNJ          Buy
## 7480    JNJ          Buy
## 7481    JNJ          Buy
## 7482    JNJ          Buy
## 7483    JNJ          Buy
## 7484    JNJ          Buy
## 7485    JNJ          Buy
## 7486    JNJ          Buy
## 7487    JNJ          Buy
## 7488    JNJ          Buy
## 7489    JNJ          Buy
## 7490    JNJ          Buy
## 7491    JNJ          Buy
## 7492    JNJ          Buy
## 7493    JNJ          Buy
## 7494    JNJ          Buy
## 7495    JNJ          Buy
## 7496    JNJ          Buy
## 7497    JNJ          Buy
## 7498    JNJ          Buy
## 7499    JNJ          Buy
## 7500    JNJ          Buy
## 7501    JNJ          Buy
## 7502    JNJ          Buy
## 7503    JNJ          Buy
## 7504    JNJ          Buy
## 7505    JNJ          Buy
## 7506    JNJ          Buy
## 7507    JNJ          Buy
## 7508    JNJ          Buy
## 7509    JNJ          Buy
## 7510    JNJ          Buy
## 7511    JNJ          Buy
## 7512    JNJ          Buy
## 7513    JNJ          Buy
## 7514    JNJ          Buy
## 7515    JNJ          Buy
## 7516    JNJ          Buy
## 7517    JNJ          Buy
## 7518    JNJ          Buy
## 7519    JNJ          Buy
## 7520    JNJ          Buy
## 7521    JNJ          Buy
## 7522    JNJ          Buy
## 7523    JNJ          Buy
## 7524    JNJ          Buy
## 7525    JNJ          Buy
## 7526    JNJ          Buy
## 7527    JNJ          Buy
## 7528    JNJ          Buy
## 7529    JNJ          Buy
## 7530    JNJ          Buy
## 7531    JNJ          Buy
## 7532    JNJ          Buy
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## 7535    JNJ          Buy
## 7536    JNJ          Buy
## 7537    JNJ          Buy
## 7538    JNJ          Buy
## 7539    JNJ          Buy
## 7540    JNJ          Buy
## 7541    JNJ          Buy
## 7542    JNJ          Buy
## 7543    JNJ          Buy
## 7544    JNJ          Buy
## 7545    JNJ          Buy
## 7546    JNJ          Buy
## 7547    JNJ          Buy
## 7548    JNJ          Buy
## 7549    JNJ          Buy
## 7550    JNJ          Buy
## 7551    JNJ          Buy
## 7552    JNJ          Buy
## 7553    JNJ          Buy
## 7554    JNJ          Buy
## 7555    JNJ          Buy
## 7556    JNJ          Buy
## 7557    JNJ          Buy
## 7558    JNJ          Buy
## 7559    JNJ          Buy
## 7560    JNJ          Buy
## 7561    JNJ          Buy
## 7562    JNJ          Buy
## 7563    JNJ          Buy
## 7564    JNJ          Buy
## 7565    JNJ          Buy
## 7566    JNJ          Buy
## 7567    JNJ          Buy
## 7568    JNJ          Buy
## 7569    JNJ          Buy
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## 7572    JNJ          Buy
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## 7585    JNJ          Buy
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## 8023    JNJ          Buy
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## 8029    JNJ          Buy
## 8030    JNJ          Buy
## 8031    JNJ          Buy
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## 8035    JNJ          Buy
## 8036    JNJ          Buy
## 8037    JNJ          Buy
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## 8039    JNJ          Buy
## 8040    JNJ          Buy
## 8041    JNJ          Buy
## 8042    JNJ          Buy
## 8043    JNJ          Buy
## 8044    JNJ          Buy
## 8045    JNJ          Buy
## 8046    JNJ          Buy
## 8047    JNJ          Buy
## 8048    JNJ          Buy
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## 8050    JNJ          Buy
## 8051    JNJ          Buy
## 8052    JNJ          Buy
## 8053    JNJ          Buy
## 8054    JNJ          Buy
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## 8057    JNJ          Buy
## 8058    JNJ          Buy
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## 8062    JNJ          Buy
## 8063    JNJ          Buy
## 8064    JNJ          Buy
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## 8067    JNJ          Buy
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## 8071    JNJ          Buy
## 8072    JNJ          Buy
## 8073    JNJ          Buy
## 8074    JNJ          Buy
## 8075    JNJ          Buy
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## 8077    JNJ          Buy
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## 8081    JNJ          Buy
## 8082    JNJ          Buy
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## 8084    JNJ          Buy
## 8085    JNJ          Buy
## 8086    JNJ          Buy
## 8087    JNJ          Buy
## 8088    JNJ          Buy
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## 8092    JNJ          Buy
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## 8097    JNJ          Buy
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## 8108    JNJ          Buy
## 8109    JNJ          Buy
## 8110    JNJ          Buy
## 8111    JNJ          Buy
## 8112    JNJ          Buy
## 8113    JNJ          Buy
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## 8117    JNJ          Buy
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## 8121    JNJ          Buy
## 8122    JNJ          Buy
## 8123    JNJ          Buy
## 8124    JNJ          Buy
## 8125    JNJ          Buy
## 8126    JNJ          Buy
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## 8130    JNJ          Buy
## 8131    JNJ          Buy
## 8132    JNJ          Buy
## 8133    JNJ          Buy
## 8134    JNJ          Buy
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## 8138    JNJ          Buy
## 8139    JNJ          Buy
## 8140    JNJ          Buy
## 8141    JNJ          Buy
## 8142    JNJ          Buy
## 8143    JNJ          Buy
## 8144    JNJ          Buy
## 8145    JNJ          Buy
## 8146    JNJ          Buy
## 8147    JNJ          Buy
## 8148    JNJ          Buy
## 8149    JNJ          Buy
## 8150    JNJ          Buy
## 8151    JNJ          Buy
## 8152    JNJ          Buy
## 8153    JNJ          Buy
## 8154    JNJ          Buy
## 8155    JNJ          Buy
## 8156    JNJ          Buy
## 8157    JNJ          Buy
## 8158    JNJ          Buy
## 8159    JNJ          Buy
## 8160    JNJ          Buy
## 8161    JNJ          Buy
## 8162    JNJ          Buy
## 8163    JNJ          Buy
## 8164    JNJ          Buy
## 8165    JNJ          Buy
## 8166    JNJ          Buy
## 8167    JNJ          Buy
## 8168    JNJ          Buy
## 8169    JNJ          Buy
## 8170    JNJ          Buy
## 8171    JNJ          Buy
## 8172    JNJ          Buy
## 8173    JNJ          Buy
## 8174    JNJ          Buy
## 8175    JNJ          Buy
## 8176    JNJ          Buy
## 8177    JNJ          Buy
## 8178    JNJ          Buy
## 8179    JNJ          Buy
## 8180    JNJ          Buy
## 8181    JNJ          Buy
## 8182    JNJ          Buy
## 8183    JNJ          Buy
## 8184    JNJ          Buy
## 8185    JNJ          Buy
## 8186    JNJ          Buy
## 8187    JNJ          Buy
## 8188    JNJ          Buy
## 8189    JNJ          Buy
## 8190    JNJ          Buy
## 8191    JNJ          Buy
## 8192    JNJ          Buy
## 8193    JNJ          Buy
## 8194    JNJ          Buy
## 8195    JNJ          Buy
## 8196    JNJ          Buy
## 8197    JNJ          Buy
## 8198    JNJ          Buy
## 8199    JNJ          Buy
## 8200    JNJ          Buy
## 8201    JNJ          Buy
## 8202    JNJ          Buy
## 8203    JNJ          Buy
## 8204    JNJ          Buy
## 8205    JNJ          Buy
## 8206    JNJ          Buy
## 8207    JNJ          Buy
## 8208    JNJ          Buy
## 8209    JNJ          Buy
## 8210    JNJ          Buy
## 8211    JNJ          Buy
## 8212    JNJ          Buy
## 8213    JNJ          Buy
## 8214    JNJ          Buy
## 8215    JNJ          Buy
## 8216    JNJ          Buy
## 8217    JNJ          Buy
## 8218    JNJ          Buy
## 8219    JNJ          Buy
## 8220    JNJ          Buy
## 8221    JNJ          Buy
## 8222    JNJ          Buy
## 8223    JNJ          Buy
## 8224    JNJ          Buy
## 8225    JNJ          Buy
## 8226    JNJ          Buy
## 8227    JNJ          Buy
## 8228    JNJ          Buy
## 8229    JNJ          Buy
## 8230    JNJ          Buy
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## 8232    JNJ          Buy
## 8233    JNJ          Buy
## 8234    JNJ          Buy
## 8235    JNJ          Buy
## 8236    JNJ          Buy
## 8237    JNJ          Buy
## 8238    JNJ          Buy
## 8239    JNJ          Buy
## 8240    JNJ          Buy
## 8241    JNJ          Buy
## 8242    JNJ          Buy
## 8243    JNJ          Buy
## 8244    JNJ          Buy
## 8245    JNJ          Buy
## 8246    JNJ          Buy
## 8247    JNJ          Buy
## 8248    JNJ          Buy
## 8249    JNJ          Buy
## 8250    JNJ          Buy
## 8251    JNJ          Buy
## 8252    JNJ          Buy
## 8253    JNJ          Buy
## 8254    JNJ          Buy
## 8255    JNJ          Buy
## 8256    JNJ          Buy
## 8257    JNJ          Buy
## 8258    JNJ          Buy
## 8259    JNJ          Buy
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## 8266    JNJ          Buy
## 8267    JNJ          Buy
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## 8310    JNJ          Buy
## 8311    JNJ          Buy
## 8312    JNJ          Buy
## 8313    JNJ          Buy
## 8314    JNJ          Buy
## 8315    JNJ          Buy
## 8316    JNJ          Buy
## 8317    JNJ          Buy
## 8318    JNJ          Buy
## 8319    JNJ          Buy
## 8320    JNJ          Buy
## 8321    JNJ          Buy
## 8322    JNJ          Buy
## 8323    JNJ          Buy
## 8324    JNJ          Buy
## 8325    JNJ          Buy
## 8326    JNJ          Buy
## 8327    JNJ          Buy
## 8328    JNJ          Buy
## 8329    JNJ          Buy
## 8330    JNJ          Buy
## 8331    JNJ          Buy
## 8332    JNJ          Buy
## 8333    JNJ          Buy
## 8334    JNJ          Buy
## 8335    JNJ          Buy
## 8336    JNJ          Buy
## 8337    JNJ          Buy
## 8338    JNJ          Buy
## 8339    JNJ          Buy
## 8340    JNJ          Buy
## 8341    JNJ          Buy
## 8342    JNJ          Buy
## 8343    JNJ          Buy
## 8344    JNJ          Buy
## 8345    JNJ          Buy
## 8346    JNJ          Buy
## 8347    JNJ          Buy
## 8348    JNJ          Buy
## 8349    JNJ          Buy
## 8350    JNJ          Buy
## 8351    JNJ          Buy
## 8352    JNJ          Buy
## 8353    JNJ          Buy
## 8354    JNJ          Buy
## 8355    JNJ          Buy
## 8356    JNJ          Buy
## 8357    JNJ          Buy
## 8358    JNJ          Buy
## 8359    JNJ          Buy
## 8360    JNJ          Buy
## 8361    JNJ          Buy
## 8362    JNJ          Buy
## 8363    JNJ          Buy
## 8364    JNJ          Buy
## 8365    JNJ          Buy
## 8366    JNJ          Buy
## 8367    JNJ          Buy
## 8368    JNJ          Buy
## 8369    JNJ          Buy
## 8370    JNJ          Buy
## 8371    JNJ          Buy
## 8372    JNJ          Buy
## 8373    JNJ          Buy
## 8374    JNJ          Buy
## 8375    JNJ          Buy
## 8376    JNJ          Buy
## 8377    JNJ          Buy
## 8378    JNJ          Buy
## 8379    JNJ          Buy
## 8380    JNJ          Buy
## 8381    JNJ          Buy
## 8382    JNJ          Buy
## 8383    JNJ          Buy
## 8384    JNJ          Buy
## 8385    JNJ          Buy
## 8386    JNJ          Buy
## 8387    JNJ          Buy
## 8388    JNJ          Buy
## 8389    JNJ          Buy
## 8390    JNJ          Buy
## 8391    JNJ          Buy
## 8392    JNJ          Buy
## 8393    JNJ          Buy
## 8394    JNJ          Buy
## 8395    JNJ          Buy
## 8396    JNJ          Buy
## 8397    JNJ          Buy
## 8398    JNJ          Buy
## 8399    JNJ          Buy
## 8400    JNJ          Buy
## 8401    JNJ          Buy
## 8402    JNJ          Buy
## 8403    JNJ          Buy
## 8404    JNJ          Buy
## 8405    JNJ          Buy
## 8406    JNJ          Buy
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## 8410    JNJ          Buy
## 8411    JNJ          Buy
## 8412    JNJ          Buy
## 8413    JNJ          Buy
## 8414    JNJ          Buy
## 8415    JNJ          Buy
## 8416    JNJ          Buy
## 8417    JNJ          Buy
## 8418    JNJ          Buy
## 8419    JNJ          Buy
## 8420    JNJ          Buy
## 8421    JNJ          Buy
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## 8423    JNJ          Buy
## 8424    JNJ          Buy
## 8425    JNJ          Buy
## 8426    JNJ          Buy
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## 8428    JNJ          Buy
## 8429    JNJ          Buy
## 8430    JNJ          Buy
## 8431    JNJ          Buy
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## 8433    JNJ          Buy
## 8434    JNJ          Buy
## 8435    JNJ          Buy
## 8436    JNJ          Buy
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## 8438    JNJ          Buy
## 8439    JNJ          Buy
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## 8442    JNJ          Buy
## 8443    JNJ          Buy
## 8444    JNJ          Buy
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## 8446    JNJ          Buy
## 8447    JNJ          Buy
## 8448    JNJ          Buy
## 8449    JNJ          Buy
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## 8451    JNJ          Buy
## 8452    JNJ          Buy
## 8453    JNJ          Buy
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## 8462    JNJ          Buy
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## 8474    JNJ          Buy
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## 8482    JNJ          Buy
## 8483    JNJ          Buy
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## 8485    JNJ          Buy
## 8486    JNJ          Buy
## 8487    JNJ          Buy
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## 8497    JNJ          Buy
## 8498    JNJ          Buy
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## 8502    JNJ          Buy
## 8503    JNJ          Buy
## 8504    JNJ          Buy
## 8505    JNJ          Buy
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## 8510    JNJ          Buy
## 8511    JNJ          Buy
## 8512    JNJ          Buy
## 8513    JNJ          Buy
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## 8515    JNJ          Buy
## 8516    JNJ          Buy
## 8517    JNJ          Buy
## 8518    JNJ          Buy
## 8519    JNJ          Buy
## 8520    JNJ          Buy
## 8521    JNJ          Buy
## 8522    JNJ          Buy
## 8523    JNJ          Buy
## 8524    JNJ          Buy
## 8525    JNJ          Buy
## 8526    JNJ          Buy
## 8527    JNJ          Buy
## 8528    JNJ          Buy
## 8529    JNJ          Buy
## 8530    JNJ          Buy
## 8531    JNJ          Buy
## 8532    JNJ          Buy
## 8533    JNJ          Buy
## 8534    JNJ          Buy
## 8535    JNJ          Buy
## 8536    JNJ          Buy
## 8537    JNJ          Buy
## 8538    JNJ          Buy
## 8539    JNJ          Buy
## 8540    JNJ          Buy
## 8541    JNJ          Buy
## 8542    JNJ          Buy
## 8543    JNJ          Buy
## 8544    JNJ          Buy
## 8545    JNJ          Buy
## 8546    JNJ          Buy
## 8547    JNJ          Buy
## 8548    JNJ          Buy
## 8549    JNJ          Buy
## 8550    JNJ          Buy
## 8551    JNJ          Buy
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## 8553    JNJ          Buy
## 8554    JNJ          Buy
## 8555    JNJ          Buy
## 8556    JNJ          Buy
## 8557    JNJ          Buy
## 8558    JNJ          Buy
## 8559    JNJ          Buy
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## 8561    JNJ          Buy
## 8562    JNJ          Buy
## 8563    JNJ          Buy
## 8564    JNJ          Buy
## 8565    JNJ          Buy
## 8566    JNJ          Buy
## 8567    JNJ          Buy
## 8568    JNJ          Buy
## 8569    JNJ          Buy
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## 8571    JNJ          Buy
## 8572    JNJ          Buy
## 8573    JNJ          Buy
## 8574    JNJ          Buy
## 8575    JNJ          Buy
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## 8577    JNJ          Buy
## 8578    JNJ          Buy
## 8579    JNJ          Buy
## 8580    JNJ          Buy
## 8581    JNJ          Buy
## 8582    JNJ          Buy
## 8583    JNJ          Buy
## 8584    JNJ          Buy
## 8585    JNJ          Buy
## 8586    JNJ          Buy
## 8587    JNJ          Buy
## 8588    JNJ          Buy
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## 8590    JNJ          Buy
## 8591    JNJ          Buy
## 8592    JNJ          Buy
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## 8595    JNJ          Buy
## 8596    JNJ          Buy
## 8597    JNJ          Buy
## 8598    JNJ          Buy
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## 8601    JNJ          Buy
## 8602    JNJ          Buy
## 8603    JNJ          Buy
## 8604    JNJ          Buy
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## 8607    JNJ          Buy
## 8608    JNJ          Buy
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## 8612    JNJ          Buy
## 8613    JNJ          Buy
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## 8615    JNJ          Buy
## 8616    JNJ          Buy
## 8617    JNJ          Buy
## 8618    JNJ          Buy
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## 8621    JNJ          Buy
## 8622    JNJ          Buy
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## 8625    JNJ          Buy
## 8626    JNJ          Buy
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## 8630    JNJ          Buy
## 8631    JNJ          Buy
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## 8633    JNJ          Buy
## 8634    JNJ          Buy
## 8635    JNJ          Buy
## 8636    JNJ          Buy
## 8637    JNJ          Buy
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## 8642    JNJ          Buy
## 8643    JNJ          Buy
## 8644    JNJ          Buy
## 8645    JNJ          Buy
## 8646    JNJ          Buy
## 8647    JNJ          Buy
## 8648    JNJ          Buy
## 8649    JNJ          Buy
## 8650    JNJ          Buy
## 8651    JNJ          Buy
## 8652    JNJ          Buy
## 8653    JNJ          Buy
## 8654    JNJ          Buy
## 8655    JNJ          Buy
## 8656    JNJ          Buy
## 8657    JNJ          Buy
## 8658    JNJ          Buy
## 8659    JNJ          Buy
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## 8661    JNJ          Buy
## 8662    JNJ          Buy
## 8663    JNJ          Buy
## 8664    JNJ          Buy
## 8665    JNJ          Buy
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## 8667    JNJ          Buy
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## 8671    JNJ          Buy
## 8672    JNJ          Buy
## 8673    JNJ          Buy
## 8674    JNJ          Buy
## 8675    JNJ          Buy
## 8676    JNJ          Buy
## 8677    JNJ          Buy
## 8678    JNJ          Buy
## 8679    JNJ          Buy
## 8680    JNJ          Buy
## 8681    JNJ          Buy
## 8682    JNJ          Buy
## 8683    JNJ          Buy
## 8684    JNJ          Buy
## 8685    JNJ          Buy
## 8686    JNJ          Buy
## 8687    JNJ          Buy
## 8688    JNJ          Buy
## 8689    JNJ          Buy
## 8690    JNJ          Buy
## 8691    JNJ          Buy
## 8692    JNJ          Buy
## 8693    JNJ          Buy
## 8694    JNJ          Buy
## 8695    JNJ          Buy
## 8696    JNJ          Buy
## 8697    JNJ          Buy
## 8698    JNJ          Buy
## 8699    JNJ          Buy
## 8700    JNJ          Buy
## 8701    JNJ          Buy
## 8702    JNJ          Buy
## 8703    JNJ          Buy
## 8704    JNJ          Buy
## 8705    JNJ          Buy
## 8706    JNJ          Buy
## 8707    JNJ          Buy
## 8708    JNJ          Buy
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## 8710    JNJ          Buy
## 8711    JNJ          Buy
## 8712    JNJ          Buy
## 8713    JNJ          Buy
## 8714    JNJ          Buy
## 8715    JNJ          Buy
## 8716    JNJ          Buy
## 8717    JNJ          Buy
## 8718    JNJ          Buy
## 8719    JNJ          Buy
## 8720    JNJ          Buy
## 8721    JNJ          Buy
## 8722    JNJ          Buy
## 8723    JNJ          Buy
## 8724    JNJ          Buy
## 8725    JNJ          Buy
## 8726    JNJ          Buy
## 8727    JNJ          Buy
## 8728    JNJ          Buy
## 8729    JNJ          Buy
## 8730    JNJ          Buy
## 8731    JNJ          Buy
## 8732    JNJ          Buy
## 8733    JNJ          Buy
## 8734    JNJ          Buy
## 8735    JNJ          Buy
## 8736    JNJ          Buy
## 8737    JNJ          Buy
## 8738    JNJ          Buy
## 8739    JNJ          Buy
## 8740    JNJ          Buy
## 8741    JNJ          Buy
## 8742    JNJ          Buy
## 8743    JNJ          Buy
## 8744    JNJ          Buy
## 8745    JNJ          Buy
## 8746    JNJ          Buy
## 8747    JNJ          Buy
## 8748    JNJ          Buy
## 8749    JNJ          Buy
## 8750    JNJ          Buy
## 8751    JNJ          Buy
## 8752    JNJ          Buy
## 8753    JNJ          Buy
## 8754    JNJ          Buy
## 8755    JNJ          Buy
## 8756    JNJ          Buy
## 8757    JNJ          Buy
## 8758    JNJ          Buy
## 8759    JNJ          Buy
## 8760    JNJ          Buy
## 8761    JNJ          Buy
## 8762    JNJ          Buy
## 8763    JNJ          Buy
## 8764    JNJ          Buy
## 8765    JNJ          Buy
## 8766    JNJ          Buy
## 8767    JNJ          Buy
## 8768    JNJ          Buy
## 8769    JNJ          Buy
## 8770    JNJ          Buy
## 8771    JNJ          Buy
## 8772    JNJ          Buy
## 8773    JNJ          Buy
## 8774    JNJ          Buy
## 8775    JNJ          Buy
## 8776    JNJ          Buy
## 8777    JNJ          Buy
## 8778    JNJ          Buy
## 8779    JNJ          Buy
## 8780    JNJ          Buy
## 8781    JNJ          Buy
## 8782    JNJ          Buy
## 8783    JNJ          Buy
## 8784    JNJ          Buy
## 8785    JNJ          Buy
## 8786    JNJ          Buy
## 8787    JNJ          Buy
## 8788    JNJ          Buy
## 8789    JNJ          Buy
## 8790    JNJ          Buy
## 8791    JNJ          Buy
## 8792    JNJ          Buy
## 8793    JNJ          Buy
## 8794    JNJ          Buy
## 8795    JNJ          Buy
## 8796    JNJ          Buy
## 8797    JNJ          Buy
## 8798    JNJ          Buy
## 8799    JNJ          Buy
## 8800    JNJ          Buy
## 8801    JNJ          Buy
## 8802    JNJ          Buy
## 8803    JNJ          Buy
## 8804    JNJ          Buy
## 8805    JNJ          Buy
## 8806    JNJ          Buy
## 8807    JNJ          Buy
## 8808    JNJ          Buy
## 8809    JNJ          Buy
## 8810    JNJ          Buy
## 8811    JNJ          Buy
## 8812    JNJ          Buy
## 8813    JNJ          Buy
## 8814    JNJ          Buy
## 8815    JNJ          Buy
## 8816    JNJ          Buy
## 8817    JNJ          Buy
## 8818    JNJ          Buy
## 8819    JNJ          Buy
## 8820    JNJ          Buy
## 8821    JNJ          Buy
## 8822    JNJ          Buy
## 8823    JNJ          Buy
## 8824    JNJ          Buy
## 8825    JNJ          Buy
## 8826    JNJ          Buy
## 8827    JNJ          Buy
## 8828    JNJ          Buy
## 8829    JNJ          Buy
## 8830    JNJ          Buy
## 8831    JNJ          Buy
## 8832    JNJ          Buy
## 8833    JNJ          Buy
## 8834    JNJ          Buy
## 8835    JNJ          Buy
## 8836    JNJ          Buy
## 8837    JNJ          Buy
## 8838    JNJ          Buy
## 8839    JNJ          Buy
## 8840    JNJ          Buy
## 8841    JNJ          Buy
## 8842    JNJ          Buy
## 8843    JNJ          Buy
## 8844    JNJ          Buy
## 8845    JNJ          Buy
## 8846    JNJ          Buy
## 8847    JNJ          Buy
## 8848    JNJ          Buy
## 8849    JNJ          Buy
## 8850    JNJ          Buy
## 8851    JNJ          Buy
## 8852    JNJ          Buy
## 8853    JNJ          Buy
## 8854    JNJ          Buy
## 8855    JNJ          Buy
## 8856    JNJ          Buy
## 8857    JNJ          Buy
## 8858    JNJ          Buy
## 8859    JNJ          Buy
## 8860    JNJ          Buy
## 8861    JNJ          Buy
## 8862    JNJ          Buy
## 8863    JNJ          Buy
## 8864    JNJ          Buy
## 8865    JNJ          Buy
## 8866    JNJ          Buy
## 8867    JNJ          Buy
## 8868    JNJ          Buy
## 8869    JNJ          Buy
## 8870    JNJ          Buy
## 8871    JNJ          Buy
## 8872    JNJ          Buy
## 8873    JNJ          Buy
## 8874    JNJ          Buy
## 8875    JNJ          Buy
## 8876    JNJ          Buy
## 8877    JNJ          Buy
## 8878    JNJ          Buy
## 8879    JNJ          Buy
## 8880    JNJ          Buy
## 8881    JNJ          Buy
## 8882    JNJ          Buy
## 8883    JNJ          Buy
## 8884    JNJ          Buy
## 8885    JNJ          Buy
## 8886    JNJ          Buy
## 8887    JNJ          Buy
## 8888    JNJ          Buy
## 8889    JNJ          Buy
## 8890    JNJ          Buy
## 8891    JNJ          Buy
## 8892    JNJ          Buy
## 8893    JNJ          Buy
## 8894    JNJ          Buy
## 8895    JNJ          Buy
## 8896    JNJ          Buy
## 8897    JNJ          Buy
## 8898    JNJ          Buy
## 8899    JNJ          Buy
## 8900    JNJ          Buy
## 8901    JNJ          Buy
## 8902    JNJ          Buy
## 8903    JNJ          Buy
## 8904    JNJ          Buy
## 8905    JNJ          Buy
## 8906    JNJ          Buy
## 8907    JNJ          Buy
## 8908    JNJ          Buy
## 8909    JNJ          Buy
## 8910    JNJ          Buy
## 8911    JNJ          Buy
## 8912    JNJ          Buy
## 8913    JNJ          Buy
## 8914    JNJ          Buy
## 8915    JNJ          Buy
## 8916    JNJ          Buy
## 8917    JNJ          Buy
## 8918    JNJ          Buy
## 8919    JNJ          Buy
## 8920    JNJ          Buy
## 8921    JNJ          Buy
## 8922    JNJ          Buy
## 8923    JNJ          Buy
## 8924    JNJ          Buy
## 8925    JNJ          Buy
## 8926    JNJ          Buy
## 8927    JNJ          Buy
## 8928    JNJ          Buy
## 8929    JNJ          Buy
## 8930    JNJ          Buy
## 8931    JNJ          Buy
## 8932    JNJ          Buy
## 8933    JNJ          Buy
## 8934    JNJ          Buy
## 8935    JNJ          Buy
## 8936    JNJ          Buy
## 8937    JNJ          Buy
## 8938    JNJ          Buy
## 8939    JNJ          Buy
## 8940    JNJ          Buy
## 8941    JNJ          Buy
## 8942    JNJ          Buy
## 8943    JNJ          Buy
## 8944    JNJ          Buy
## 8945    JNJ          Buy
## 8946    JNJ          Buy
## 8947    JNJ          Buy
## 8948    JNJ          Buy
## 8949    JNJ          Buy
## 8950    JNJ          Buy
## 8951    JNJ          Buy
## 8952    JNJ          Buy
## 8953    JNJ          Buy
## 8954    JNJ          Buy
## 8955    JNJ          Buy
## 8956    JNJ          Buy
## 8957    JNJ          Buy
## 8958    JNJ          Buy
## 8959    JNJ          Buy
## 8960    JNJ          Buy
## 8961    JNJ          Buy
## 8962    JNJ          Buy
## 8963    JNJ          Buy
## 8964    JNJ          Buy
## 8965    JNJ          Buy
## 8966    JNJ          Buy
## 8967    JNJ          Buy
## 8968    JNJ          Buy
## 8969    JNJ          Buy
## 8970    JNJ          Buy
## 8971    JNJ          Buy
## 8972    JNJ          Buy
## 8973    JNJ          Buy
## 8974    JNJ          Buy
## 8975    JNJ          Buy
## 8976    JNJ          Buy
## 8977    JNJ          Buy
## 8978    JNJ          Buy
## 8979    JNJ          Buy
## 8980    JNJ          Buy
## 8981    JNJ          Buy
## 8982    JNJ          Buy
## 8983    JNJ          Buy
## 8984    JNJ          Buy
## 8985    JNJ          Buy
## 8986    JNJ          Buy
## 8987    JNJ          Buy
## 8988    JNJ          Buy
## 8989    JNJ          Buy
## 8990    JNJ          Buy
## 8991    JNJ          Buy
## 8992    JNJ          Buy
## 8993    JNJ          Buy
## 8994    JNJ          Buy
## 8995    JNJ          Buy
## 8996    JNJ          Buy
## 8997    JNJ          Buy
## 8998    JNJ          Buy
## 8999    JNJ          Buy
## 9000    JNJ          Buy
## 9001    JNJ          Buy
## 9002    JNJ          Buy
## 9003    JNJ          Buy
## 9004    JNJ          Buy
## 9005    JNJ          Buy
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## 9008    JNJ          Buy
## 9009    JNJ          Buy
## 9010    JNJ          Buy
## 9011    JNJ          Buy
## 9012    JNJ          Buy
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## 9014    JNJ          Buy
## 9015    JNJ          Buy
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## 9018    JNJ          Buy
## 9019    JNJ          Buy
## 9020    JNJ          Buy
## 9021    JNJ          Buy
## 9022    JNJ          Buy
## 9023    JNJ          Buy
## 9024    JNJ          Buy
## 9025    JNJ          Buy
## 9026    JNJ          Buy
## 9027    JNJ          Buy
## 9028    JNJ          Buy
## 9029    JNJ          Buy
## 9030    JNJ          Buy
## 9031    JNJ          Buy
## 9032    JNJ          Buy
## 9033    JNJ          Buy
## 9034    JNJ          Buy
## 9035    JNJ          Buy
## 9036    JNJ          Buy
## 9037    JNJ          Buy
## 9038    JNJ          Buy
## 9039    JNJ          Buy
## 9040    JNJ          Buy
## 9041    JNJ          Buy
## 9042    JNJ          Buy
## 9043    JNJ          Buy
## 9044    JNJ          Buy
## 9045    JNJ          Buy
## 9046    JNJ          Buy
## 9047    JNJ          Buy
## 9048    JNJ          Buy
## 9049    JNJ          Buy
## 9050    JNJ          Buy
## 9051    JNJ          Buy
## 9052    JNJ          Buy
## 9053    JNJ          Buy
## 9054    JNJ          Buy
## 9055    JNJ          Buy
## 9056    JNJ          Buy
## 9057    JNJ          Buy
## 9058    JNJ          Buy
## 9059    JNJ          Buy
## 9060    JNJ          Buy
## 9061    JNJ          Buy
## 9062    JNJ          Buy
## 9063    JNJ          Buy
## 9064    JNJ          Buy
## 9065    JNJ          Buy
## 9066    JNJ          Buy
## 9067    JNJ          Buy
## 9068    JNJ          Buy
## 9069    JNJ          Buy
## 9070    JNJ          Buy
## 9071    JNJ          Buy
## 9072    JNJ          Buy
## 9073    JNJ          Buy
## 9074    JNJ          Buy
## 9075    JNJ          Buy
## 9076    JNJ          Buy
## 9077    JNJ          Buy
## 9078    JNJ          Buy
## 9079    JNJ          Buy
## 9080    JNJ          Buy
## 9081    JNJ          Buy
## 9082    JNJ          Buy
## 9083    JNJ          Buy
## 9084    JNJ          Buy
## 9085    JNJ          Buy
## 9086    JNJ          Buy
## 9087    JNJ          Buy
## 9088    JNJ          Buy
## 9089    JNJ          Buy
## 9090    JNJ          Buy
## 9091    JNJ          Buy
## 9092    JNJ          Buy
## 9093    JNJ          Buy
## 9094    JNJ          Buy
## 9095    JNJ          Buy
## 9096    JNJ          Buy
## 9097    JNJ          Buy
## 9098    JNJ          Buy
## 9099    JNJ          Buy
## 9100    JNJ          Buy
## 9101    JNJ          Buy
## 9102    JNJ          Buy
## 9103    JNJ          Buy
## 9104    JNJ          Buy
## 9105    JNJ          Buy
## 9106    JNJ          Buy
## 9107    JNJ          Buy
## 9108    JNJ          Buy
## 9109    JNJ          Buy
## 9110    JNJ          Buy
## 9111    JNJ          Buy
## 9112    JNJ          Buy
## 9113    JNJ          Buy
## 9114    JNJ          Buy
## 9115    JNJ          Buy
## 9116    JNJ          Buy
## 9117    JNJ          Buy
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## 9119    JNJ          Buy
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## 9121    JNJ          Buy
## 9122    JNJ          Buy
## 9123    JNJ          Buy
## 9124    JNJ          Buy
## 9125    JNJ          Buy
## 9126    JNJ          Buy
## 9127    JNJ          Buy
## 9128    JNJ          Buy
## 9129    JNJ          Buy
## 9130    JNJ          Buy
## 9131    JNJ          Buy
## 9132    JNJ          Buy
## 9133    JNJ          Buy
## 9134    JNJ          Buy
## 9135    JNJ          Buy
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## 9137    JNJ          Buy
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## 9139    JNJ          Buy
## 9140    JNJ          Buy
## 9141    JNJ          Buy
## 9142    JNJ          Buy
## 9143    JNJ          Buy
## 9144    JNJ          Buy
## 9145    JNJ          Buy
## 9146    JNJ          Buy
## 9147    JNJ          Buy
## 9148    JNJ          Buy
## 9149    JNJ          Buy
## 9150    JNJ          Buy
## 9151    JNJ          Buy
## 9152    JNJ          Buy
## 9153    JNJ          Buy
## 9154    JNJ          Buy
## 9155    JNJ          Buy
## 9156    JNJ          Buy
## 9157    JNJ          Buy
## 9158    JNJ          Buy
## 9159    JNJ          Buy
## 9160    JNJ          Buy
## 9161    JNJ          Buy
## 9162    JNJ          Buy
## 9163    JNJ          Buy
## 9164    JNJ          Buy
## 9165    JNJ          Buy
## 9166    JNJ          Buy
## 9167    JNJ          Buy
## 9168    JNJ          Buy
## 9169    JNJ          Buy
## 9170    JNJ          Buy
## 9171    JNJ          Buy
## 9172    JNJ          Buy
## 9173    JNJ          Buy
## 9174    JNJ          Buy
## 9175    JNJ          Buy
## 9176    JNJ          Buy
## 9177    JNJ          Buy
## 9178    JNJ          Buy
## 9179    JNJ          Buy
## 9180    JNJ          Buy
## 9181    JNJ          Buy
## 9182    JNJ          Buy
## 9183    JNJ          Buy
## 9184    JNJ          Buy
## 9185    JNJ          Buy
## 9186    JNJ          Buy
## 9187    JNJ          Buy
## 9188    JNJ          Buy
## 9189    JNJ          Buy
## 9190    JNJ          Buy
## 9191    JNJ          Buy
## 9192    JNJ          Buy
## 9193    JNJ          Buy
## 9194    JNJ          Buy
## 9195    JNJ          Buy
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## 9197    JNJ          Buy
## 9198    JNJ          Buy
## 9199    JNJ          Buy
## 9200    JNJ          Buy
## 9201    JNJ          Buy
## 9202    JNJ          Buy
## 9203    JNJ          Buy
## 9204    JNJ          Buy
## 9205    JNJ          Buy
## 9206    JNJ          Buy
## 9207    JNJ          Buy
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## 9209    JNJ          Buy
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## 9217    JNJ          Buy
## 9218    JNJ          Buy
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## 9221    JNJ          Buy
## 9222    JNJ          Buy
## 9223    JNJ          Buy
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## 9225    JNJ          Buy
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## 9227    JNJ          Buy
## 9228    JNJ          Buy
## 9229    JNJ          Buy
## 9230    JNJ          Buy
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## 9232    JNJ          Buy
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## 9234    JNJ          Buy
## 9235    JNJ          Buy
## 9236    JNJ          Buy
## 9237    JNJ          Buy
## 9238    JNJ          Buy
## 9239    JNJ          Buy
## 9240    JNJ          Buy
## 9241    JNJ          Buy
## 9242    JNJ          Buy
## 9243    JNJ          Buy
## 9244    JNJ          Buy
## 9245    JNJ          Buy
## 9246    JNJ          Buy
## 9247    JNJ          Buy
## 9248    JNJ          Buy
## 9249    JNJ          Buy
## 9250    JNJ          Buy
## 9251    JNJ          Buy
## 9252    JNJ          Buy
## 9253    JNJ          Buy
## 9254    JNJ          Buy
## 9255    JNJ          Buy
## 9256    JNJ          Buy
## 9257    JNJ          Buy
## 9258    JNJ          Buy
## 9259    JNJ          Buy
## 9260    JNJ          Buy
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## 9262    JNJ          Buy
## 9263    JNJ          Buy
## 9264    JNJ          Buy
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## 9266    JNJ          Buy
## 9267    JNJ          Buy
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## 9269    JNJ          Buy
## 9270    JNJ          Buy
## 9271    JNJ          Buy
## 9272    JNJ          Buy
## 9273    JNJ          Buy
## 9274    JNJ          Buy
## 9275    JNJ          Buy
## 9276    JNJ          Buy
## 9277    JNJ          Buy
## 9278    JNJ          Buy
## 9279    JNJ          Buy
## 9280    JNJ          Buy
## 9281    JNJ          Buy
## 9282    JNJ          Buy
## 9283    JNJ          Buy
## 9284    JNJ          Buy
## 9285    JNJ          Buy
## 9286    JNJ          Buy
## 9287    JNJ          Buy
## 9288    JNJ          Buy
## 9289    JNJ          Buy
## 9290    JNJ          Buy
## 9291    JNJ          Buy
## 9292    JNJ          Buy
## 9293    JNJ          Buy
## 9294    JNJ          Buy
## 9295    JNJ          Buy
## 9296    JNJ          Buy
## 9297    JNJ          Buy
## 9298    JNJ          Buy
## 9299    JNJ          Buy
## 9300    JNJ          Buy
## 9301    JNJ          Buy
## 9302    JNJ          Buy
## 9303    JNJ          Buy
## 9304    JNJ          Buy
## 9305    JNJ          Buy
## 9306    JNJ          Buy
## 9307    JNJ          Buy
## 9308    JNJ          Buy
## 9309    JNJ          Buy
## 9310    JNJ          Buy
## 9311    JNJ          Buy
## 9312    JNJ          Buy
## 9313    JNJ          Buy
## 9314    JNJ          Buy
## 9315    JNJ          Buy
## 9316    JNJ          Buy
## 9317    JNJ          Buy
## 9318    JNJ          Buy
## 9319    JNJ          Buy
## 9320    JNJ          Buy
## 9321    JNJ          Buy
## 9322    JNJ          Buy
## 9323    JNJ          Buy
## 9324    JNJ          Buy
## 9325    JNJ          Buy
## 9326    JNJ          Buy
## 9327    JNJ          Buy
## 9328    JNJ          Buy
## 9329    JNJ          Buy
## 9330    JNJ          Buy
## 9331    JNJ          Buy
## 9332    JNJ          Buy
## 9333    JNJ          Buy
## 9334    JNJ          Buy
## 9335    JNJ          Buy
## 9336    JNJ          Buy
## 9337    JNJ          Buy
## 9338    JNJ          Buy
## 9339    JNJ          Buy
## 9340    JNJ          Buy
## 9341    JNJ          Buy
## 9342    JNJ          Buy
## 9343    JNJ          Buy
## 9344    JNJ          Buy
## 9345    JNJ          Buy
## 9346    JNJ          Buy
## 9347    JNJ          Buy
## 9348    JNJ          Buy
## 9349    JNJ          Buy
## 9350    JNJ          Buy
## 9351    JNJ          Buy
## 9352    JNJ          Buy
## 9353    JNJ          Buy
## 9354    JNJ          Buy
## 9355    JNJ          Buy
## 9356    JNJ          Buy
## 9357    JNJ          Buy
## 9358    JNJ          Buy
## 9359    JNJ          Buy
## 9360    JNJ          Buy
## 9361    JNJ          Buy
## 9362    JNJ          Buy
## 9363    JNJ          Buy
## 9364    JNJ          Buy
## 9365    JNJ          Buy
## 9366    JNJ          Buy
## 9367    JNJ          Buy
## 9368    JNJ          Buy
## 9369    JNJ          Buy
## 9370    JNJ          Buy
## 9371    JNJ          Buy
## 9372    JNJ          Buy
## 9373    JNJ          Buy
## 9374    JNJ          Buy
## 9375    JNJ          Buy
## 9376    JNJ          Buy
## 9377    JNJ          Buy
## 9378    JNJ          Buy
## 9379    JNJ          Buy
## 9380    JNJ          Buy
## 9381    JNJ          Buy
## 9382    JNJ          Buy
## 9383    JNJ          Buy
## 9384    JNJ          Buy
## 9385    JNJ          Buy
## 9386    JNJ          Buy
## 9387    JNJ          Buy
## 9388    JNJ          Buy
## 9389    JNJ          Buy
## 9390    JNJ          Buy
## 9391    JNJ          Buy
## 9392    JNJ          Buy
## 9393    JNJ          Buy
## 9394    JNJ          Buy
## 9395    JNJ          Buy
## 9396    JNJ          Buy
## 9397    JNJ          Buy
## 9398    JNJ          Buy
## 9399    JNJ          Buy
## 9400    JNJ          Buy
## 9401    JNJ          Buy
## 9402    JNJ          Buy
## 9403    JNJ          Buy
## 9404    JNJ          Buy
## 9405    JNJ          Buy
## 9406    JNJ          Buy
## 9407    JNJ          Buy
## 9408    JNJ          Buy
## 9409    JNJ          Buy
## 9410    JNJ          Buy
## 9411    JNJ          Buy
## 9412    JNJ          Buy
## 9413    JNJ          Buy
## 9414    JNJ          Buy
## 9415    JNJ          Buy
## 9416    JNJ          Buy
## 9417    JNJ          Buy
## 9418    JNJ          Buy
## 9419    JNJ          Buy
## 9420    JNJ          Buy
## 9421    JNJ          Buy
## 9422    JNJ          Buy
## 9423    JNJ          Buy
## 9424    JNJ          Buy
## 9425    JNJ          Buy
## 9426    JNJ          Buy
## 9427    JNJ          Buy
## 9428    JNJ          Buy
## 9429    JNJ          Buy
## 9430    JNJ          Buy
## 9431    JNJ          Buy
## 9432    JNJ          Buy
## 9433    JNJ          Buy
## 9434    JNJ          Buy
## 9435    JNJ          Buy
## 9436    JNJ          Buy
## 9437    JNJ          Buy
## 9438    JNJ          Buy
## 9439    JNJ          Buy
## 9440    JNJ          Buy
## 9441    JNJ          Buy
## 9442    JNJ          Buy
## 9443    JNJ          Buy
## 9444    JNJ          Buy
## 9445    JNJ          Buy
## 9446    JNJ          Buy
## 9447    JNJ          Buy
## 9448    JNJ          Buy
## 9449    JNJ          Buy
## 9450    JNJ          Buy
## 9451    JNJ          Buy
## 9452    JNJ          Buy
## 9453    JNJ          Buy
## 9454    JNJ          Buy
## 9455    JNJ          Buy
## 9456    JNJ          Buy
## 9457    JNJ          Buy
## 9458    JNJ          Buy
## 9459    JNJ          Buy
## 9460    JNJ          Buy
## 9461    JNJ          Buy
## 9462    JNJ          Buy
## 9463    JNJ          Buy
## 9464    JNJ          Buy
## 9465    JNJ          Buy
## 9466    JNJ          Buy
## 9467    JNJ          Buy
## 9468    JNJ          Buy
## 9469    JNJ          Buy
## 9470    JNJ          Buy
## 9471    JNJ          Buy
## 9472    JNJ          Buy
## 9473    JNJ          Buy
## 9474    JNJ          Buy
## 9475    JNJ          Buy
## 9476    JNJ          Buy
## 9477    JNJ          Buy
## 9478    JNJ          Buy
## 9479    JNJ          Buy
## 9480    JNJ          Buy
## 9481    JNJ          Buy
## 9482    JNJ          Buy
## 9483    JNJ          Buy
## 9484    JNJ          Buy
## 9485    JNJ          Buy
## 9486    JNJ          Buy
## 9487    JNJ          Buy
## 9488    JNJ          Buy
## 9489    JNJ          Buy
## 9490    JNJ          Buy
## 9491    JNJ          Buy
## 9492    JNJ          Buy
## 9493    JNJ          Buy
## 9494    JNJ          Buy
## 9495    JNJ          Buy
## 9496    JNJ          Buy
## 9497    JNJ          Buy
## 9498    JNJ          Buy
## 9499    JNJ          Buy
## 9500    JNJ          Buy
## 9501    JNJ          Buy
## 9502    JNJ          Buy
## 9503    JNJ          Buy
## 9504    JNJ          Buy
## 9505    JNJ          Buy
## 9506    JNJ          Buy
## 9507    JNJ          Buy
## 9508    JNJ          Buy
## 9509    JNJ          Buy
## 9510    JNJ          Buy
## 9511    JNJ          Buy
## 9512    JNJ          Buy
## 9513    JNJ          Buy
## 9514    JNJ          Buy
## 9515    JNJ          Buy
## 9516    JNJ          Buy
## 9517    JNJ          Buy
## 9518    JNJ          Buy
## 9519    JNJ          Buy
## 9520    JNJ          Buy
## 9521    JNJ          Buy
## 9522    JNJ          Buy
## 9523    JNJ          Buy
## 9524    JNJ          Buy
## 9525    JNJ          Buy
## 9526    JNJ          Buy
## 9527    JNJ          Buy
## 9528    JNJ          Buy
## 9529    JNJ          Buy
## 9530    JNJ          Buy
## 9531    JNJ          Buy
## 9532    JNJ          Buy
## 9533    JNJ          Buy
## 9534    JNJ          Buy
## 9535    JNJ          Buy
## 9536    JNJ          Buy
## 9537    JNJ          Buy
## 9538    JNJ          Buy
## 9539    JNJ          Buy
## 9540    JNJ          Buy
## 9541    JNJ          Buy
## 9542    JNJ          Buy
## 9543    JNJ          Buy
## 9544    JNJ          Buy
## 9545    JNJ          Buy
## 9546    JNJ          Buy
## 9547    JNJ          Buy
## 9548    JNJ          Buy
## 9549    JNJ          Buy
## 9550    JNJ          Buy
## 9551    JNJ          Buy
## 9552    JNJ          Buy
## 9553    JNJ          Buy
## 9554    JNJ          Buy
## 9555    JNJ          Buy
## 9556    JNJ          Buy
## 9557    JNJ          Buy
## 9558    JNJ          Buy
## 9559    JNJ          Buy
## 9560    JNJ          Buy
## 9561    JNJ          Buy
## 9562    JNJ          Buy
## 9563    JNJ          Buy
## 9564    JNJ          Buy
## 9565    JNJ          Buy
## 9566    JNJ          Buy
## 9567    JNJ          Buy
## 9568    JNJ          Buy
## 9569    JNJ          Buy
## 9570    JNJ          Buy
## 9571    JNJ          Buy
## 9572    JNJ          Buy
## 9573    JNJ          Buy
## 9574    JNJ          Buy
## 9575    JNJ          Buy
## 9576    JNJ          Buy
## 9577    JNJ          Buy
## 9578    JNJ          Buy
## 9579    JNJ          Buy
## 9580    JNJ          Buy
## 9581    JNJ          Buy
## 9582    JNJ          Buy
## 9583    JNJ          Buy
## 9584    JNJ          Buy
## 9585    JNJ          Buy
## 9586    JNJ          Buy
## 9587    JNJ          Buy
## 9588    JNJ          Buy
## 9589    JNJ          Buy
## 9590    JNJ          Buy
## 9591    JNJ          Buy
## 9592    JNJ          Buy
## 9593    JNJ          Buy
## 9594    JNJ          Buy
## 9595    JNJ          Buy
## 9596    JNJ          Buy
## 9597    JNJ          Buy
## 9598    JNJ          Buy
## 9599    JNJ          Buy
## 9600    JNJ          Buy
## 9601    JNJ          Buy
## 9602    JNJ          Buy
## 9603    JNJ          Buy
## 9604    JNJ          Buy
## 9605    JNJ          Buy
## 9606    JNJ          Buy
## 9607    JNJ          Buy
## 9608    JNJ          Buy
## 9609    JNJ          Buy
## 9610    JNJ          Buy
## 9611    JNJ          Buy
## 9612    JNJ          Buy
## 9613    JNJ          Buy
## 9614    JNJ          Buy
## 9615    JNJ          Buy
## 9616    JNJ          Buy
## 9617    JNJ          Buy
## 9618    JNJ          Buy
## 9619    JNJ          Buy
## 9620    JNJ          Buy
## 9621    JNJ          Buy
## 9622    JNJ          Buy
## 9623    JNJ          Buy
## 9624    JNJ          Buy
## 9625    JNJ          Buy
## 9626    JNJ          Buy
## 9627    JNJ          Buy
## 9628    JNJ          Buy
## 9629    JNJ          Buy
## 9630    JNJ          Buy
## 9631    JNJ          Buy
## 9632    JNJ          Buy
## 9633    JNJ          Buy
## 9634    JNJ          Buy
## 9635    JNJ          Buy
## 9636    JNJ          Buy
## 9637    JNJ          Buy
## 9638    JNJ          Buy
## 9639    JNJ          Buy
## 9640    JNJ          Buy
## 9641    JNJ          Buy
## 9642    JNJ          Buy
## 9643    JNJ          Buy
## 9644    JNJ          Buy
## 9645    JNJ          Buy
## 9646    JNJ          Buy
## 9647    JNJ          Buy
## 9648    JNJ          Buy
## 9649    JNJ          Buy
## 9650    JNJ          Buy
## 9651    JNJ          Buy
## 9652    JNJ          Buy
## 9653    JNJ          Buy
## 9654    JNJ          Buy
## 9655    JNJ          Buy
## 9656    JNJ          Buy
## 9657    JNJ          Buy
## 9658    JNJ          Buy
## 9659    JNJ          Buy
## 9660    JNJ          Buy
## 9661    JNJ          Buy
## 9662    JNJ          Buy
## 9663    JNJ          Buy
## 9664    JNJ          Buy
## 9665    JNJ          Buy
## 9666    JNJ          Buy
## 9667    JNJ          Buy
## 9668    JNJ          Buy
## 9669    JNJ          Buy
## 9670    JNJ          Buy
## 9671    JNJ          Buy
## 9672    JNJ          Buy
## 9673    JNJ          Buy
## 9674    JNJ          Buy
## 9675    JNJ          Buy
## 9676    JNJ          Buy
## 9677    JNJ          Buy
## 9678    JNJ          Buy
## 9679    JNJ          Buy
## 9680    JNJ          Buy
## 9681    JNJ          Buy
## 9682    JNJ          Buy
## 9683    JNJ          Buy
## 9684    JNJ          Buy
## 9685    JNJ          Buy
## 9686    JNJ          Buy
## 9687    JNJ          Buy
## 9688    JNJ          Buy
## 9689    JNJ          Buy
## 9690    JNJ          Buy
## 9691    JNJ          Buy
## 9692    JNJ          Buy
## 9693    JNJ          Buy
## 9694    JNJ          Buy
## 9695    JNJ          Buy
## 9696    JNJ          Buy
## 9697    JNJ          Buy
## 9698    JNJ          Buy
## 9699    JNJ          Buy
## 9700    JNJ          Buy
## 9701    JNJ          Buy
## 9702    JNJ          Buy
## 9703    JNJ          Buy
## 9704    JNJ          Buy
## 9705    JNJ          Buy
## 9706    JNJ          Buy
## 9707    JNJ          Buy
## 9708    JNJ          Buy
## 9709    JNJ          Buy
## 9710    JNJ          Buy
## 9711    JNJ          Buy
## 9712    JNJ          Buy
## 9713    JNJ          Buy
## 9714    JNJ          Buy
## 9715    JNJ          Buy
## 9716    JNJ          Buy
## 9717    JNJ          Buy
## 9718    JNJ          Buy
## 9719    JNJ          Buy
## 9720    JNJ          Buy
## 9721    JNJ          Buy
## 9722    JNJ          Buy
## 9723    JNJ          Buy
## 9724    JNJ          Buy
## 9725    JNJ          Buy
## 9726    JNJ          Buy
## 9727    JNJ          Buy
## 9728    JNJ          Buy
## 9729    JNJ          Buy
## 9730    JNJ          Buy
## 9731    JNJ          Buy
## 9732    JNJ          Buy
## 9733    JNJ          Buy
## 9734    JNJ          Buy
## 9735    JNJ          Buy
## 9736    JNJ          Buy
## 9737    JNJ          Buy
## 9738    JNJ          Buy
## 9739    JNJ          Buy
## 9740    JNJ          Buy
## 9741    JNJ          Buy
## 9742    JNJ          Buy
## 9743    JNJ          Buy
## 9744    JNJ          Buy
## 9745    JNJ          Buy
## 9746    JNJ          Buy
## 9747    JNJ          Buy
## 9748    JNJ          Buy
## 9749    JNJ          Buy
## 9750    JNJ          Buy
## 9751    JNJ          Buy
## 9752    JNJ          Buy
## 9753    JNJ          Buy
## 9754    JNJ          Buy
## 9755    JNJ          Buy
## 9756    JNJ          Buy
## 9757    JNJ          Buy
## 9758    JNJ          Buy
## 9759    JNJ          Buy
## 9760    JNJ          Buy
## 9761    JNJ          Buy
## 9762    JNJ          Buy
## 9763    JNJ          Buy
## 9764    JNJ          Buy
## 9765    JNJ          Buy
## 9766    JNJ          Buy
## 9767    JNJ          Buy
## 9768    JNJ          Buy
## 9769    JNJ          Buy
## 9770    JNJ          Buy
## 9771    JNJ          Buy
## 9772    JNJ          Buy
## 9773    JNJ          Buy
## 9774    JNJ          Buy
## 9775    JNJ          Buy
## 9776    JNJ          Buy
## 9777    JNJ          Buy
## 9778    JNJ          Buy
## 9779    JNJ          Buy
## 9780    JNJ          Buy
## 9781    JNJ          Buy
## 9782    JNJ          Buy
## 9783    JNJ          Buy
## 9784    JNJ          Buy
## 9785    JNJ          Buy
## 9786    JNJ          Buy
## 9787    JNJ          Buy
## 9788    JNJ          Buy
## 9789    JNJ          Buy
## 9790    JNJ          Buy
## 9791    JNJ          Buy
## 9792    JNJ          Buy
## 9793    JNJ          Buy
## 9794    JNJ          Buy
## 9795    JNJ          Buy
## 9796    JNJ          Buy
## 9797    JNJ          Buy
## 9798    JNJ          Buy
## 9799    JNJ          Buy
## 9800    JNJ          Buy
## 9801    JNJ          Buy
## 9802    JNJ          Buy
## 9803    JNJ          Buy
## 9804    JNJ          Buy
## 9805    JNJ          Buy
## 9806    JNJ          Buy
## 9807    JNJ          Buy
## 9808    JNJ          Buy
## 9809    JNJ          Buy
## 9810    JNJ          Buy
## 9811    JNJ          Buy
## 9812    JNJ          Buy
## 9813    JNJ          Buy
## 9814   NFLX         Sell
## 9815   NFLX         Sell
## 9816   NFLX         Sell
## 9817   NFLX         Sell
## 9818   NFLX          Buy
## 9819   NFLX          Buy
## 9820   NFLX          Buy
## 9821   NFLX          Buy
## 9822   NFLX          Buy
## 9823   NFLX          Buy
## 9824   NFLX          Buy
## 9825   NFLX          Buy
## 9826   NFLX          Buy
## 9827   NFLX          Buy
## 9828   NFLX          Buy
## 9829   NFLX          Buy
## 9830   NFLX          Buy
## 9831   NFLX          Buy
## 9832   NFLX          Buy
## 9833   NFLX          Buy
## 9834   NFLX          Buy
## 9835   NFLX          Buy
## 9836   NFLX          Buy
## 9837   NFLX          Buy
## 9838   NFLX          Buy
## 9839   NFLX          Buy
## 9840   NFLX          Buy
## 9841   NFLX          Buy
## 9842   NFLX          Buy
## 9843   NFLX          Buy
## 9844   NFLX          Buy
## 9845   NFLX          Buy
## 9846   NFLX          Buy
## 9847   NFLX          Buy
## 9848   NFLX          Buy
## 9849   NFLX          Buy
## 9850   NFLX          Buy
## 9851   NFLX          Buy
## 9852   NFLX          Buy
## 9853   NFLX          Buy
## 9854   NFLX          Buy
## 9855   NFLX          Buy
## 9856   NFLX          Buy
## 9857   NFLX          Buy
## 9858   NFLX          Buy
## 9859   NFLX          Buy
## 9860   NFLX          Buy
## 9861   NFLX          Buy
## 9862   NFLX          Buy
## 9863   NFLX          Buy
## 9864   NFLX          Buy
## 9865   NFLX          Buy
## 9866   NFLX          Buy
## 9867   NFLX          Buy
## 9868   NFLX          Buy
## 9869   NFLX          Buy
## 9870   NFLX          Buy
## 9871   NFLX          Buy
## 9872   NFLX          Buy
## 9873   NFLX          Buy
## 9874   NFLX          Buy
## 9875   NFLX          Buy
## 9876   NFLX          Buy
## 9877   NFLX          Buy
## 9878   NFLX          Buy
## 9879   NFLX          Buy
## 9880   NFLX          Buy
## 9881   NFLX          Buy
## 9882   NFLX          Buy
## 9883   NFLX          Buy
## 9884   NFLX          Buy
## 9885   NFLX          Buy
## 9886   NFLX          Buy
## 9887   NFLX          Buy
## 9888   NFLX          Buy
## 9889   NFLX          Buy
## 9890   NFLX          Buy
## 9891   NFLX          Buy
## 9892   NFLX          Buy
## 9893   NFLX          Buy
## 9894   NFLX          Buy
## 9895   NFLX          Buy
## 9896   NFLX          Buy
## 9897   NFLX          Buy
## 9898   NFLX          Buy
## 9899   NFLX          Buy
## 9900   NFLX          Buy
## 9901   NFLX          Buy
## 9902   NFLX          Buy
## 9903   NFLX          Buy
## 9904   NFLX          Buy
## 9905   NFLX          Buy
## 9906   NFLX          Buy
## 9907   NFLX          Buy
## 9908   NFLX          Buy
## 9909   NFLX          Buy
## 9910   NFLX          Buy
## 9911   NFLX          Buy
## 9912   NFLX          Buy
## 9913   NFLX          Buy
## 9914   NFLX          Buy
## 9915   NFLX          Buy
## 9916   NFLX          Buy
## 9917   NFLX          Buy
## 9918   NFLX          Buy
## 9919   NFLX          Buy
## 9920   NFLX          Buy
## 9921   NFLX          Buy
## 9922   NFLX          Buy
## 9923   NFLX          Buy
## 9924   NFLX          Buy
## 9925   NFLX          Buy
## 9926   NFLX          Buy
## 9927   NFLX          Buy
## 9928   NFLX          Buy
## 9929   NFLX          Buy
## 9930   NFLX          Buy
## 9931   NFLX          Buy
## 9932   NFLX          Buy
## 9933   NFLX          Buy
## 9934   NFLX          Buy
## 9935   NFLX          Buy
## 9936   NFLX          Buy
## 9937   NFLX          Buy
## 9938   NFLX          Buy
## 9939   NFLX          Buy
## 9940   NFLX          Buy
## 9941   NFLX          Buy
## 9942   NFLX          Buy
## 9943   NFLX          Buy
## 9944   NFLX          Buy
## 9945   NFLX          Buy
## 9946   NFLX          Buy
## 9947   NFLX          Buy
## 9948   NFLX          Buy
## 9949   NFLX          Buy
## 9950   NFLX          Buy
## 9951   NFLX          Buy
## 9952   NFLX          Buy
## 9953   NFLX          Buy
## 9954   NFLX          Buy
## 9955   NFLX          Buy
## 9956   NFLX          Buy
## 9957   NFLX          Buy
## 9958   NFLX          Buy
## 9959   NFLX          Buy
## 9960   NFLX          Buy
## 9961   NFLX          Buy
## 9962   NFLX          Buy
## 9963   NFLX          Buy
## 9964   NFLX          Buy
## 9965   NFLX          Buy
## 9966   NFLX          Buy
## 9967   NFLX          Buy
## 9968   NFLX          Buy
## 9969   NFLX          Buy
## 9970   NFLX          Buy
## 9971   NFLX          Buy
## 9972   NFLX          Buy
## 9973   NFLX          Buy
## 9974   NFLX          Buy
## 9975   NFLX          Buy
## 9976   NFLX          Buy
## 9977   NFLX          Buy
## 9978   NFLX          Buy
## 9979   NFLX          Buy
## 9980   NFLX          Buy
## 9981   NFLX          Buy
## 9982   NFLX          Buy
## 9983   NFLX          Buy
## 9984   NFLX          Buy
## 9985   NFLX          Buy
## 9986   NFLX          Buy
## 9987   NFLX          Buy
## 9988   NFLX          Buy
## 9989   NFLX          Buy
## 9990   NFLX          Buy
## 9991   NFLX          Buy
## 9992   NFLX          Buy
## 9993   NFLX          Buy
## 9994   NFLX          Buy
## 9995   NFLX          Buy
## 9996   NFLX          Buy
## 9997   NFLX          Buy
## 9998   NFLX          Buy
## 9999   NFLX          Buy
## 10000  NFLX          Buy
## 10001  NFLX          Buy
## 10002  NFLX          Buy
## 10003  NFLX          Buy
## 10004  NFLX          Buy
## 10005  NFLX          Buy
## 10006  NFLX          Buy
## 10007  NFLX          Buy
## 10008  NFLX          Buy
## 10009  NFLX          Buy
## 10010  NFLX          Buy
## 10011  NFLX          Buy
## 10012  NFLX          Buy
## 10013  NFLX          Buy
## 10014  NFLX          Buy
## 10015  NFLX          Buy
## 10016  NFLX          Buy
## 10017  NFLX          Buy
## 10018  NFLX          Buy
## 10019  NFLX          Buy
## 10020  NFLX          Buy
## 10021  NFLX          Buy
## 10022  NFLX          Buy
## 10023  NFLX          Buy
## 10024  NFLX          Buy
## 10025  NFLX          Buy
## 10026  NFLX          Buy
## 10027  NFLX          Buy
## 10028  NFLX          Buy
## 10029  NFLX          Buy
## 10030  NFLX          Buy
## 10031  NFLX          Buy
## 10032  NFLX          Buy
## 10033  NFLX          Buy
## 10034  NFLX          Buy
## 10035  NFLX          Buy
## 10036  NFLX          Buy
## 10037  NFLX          Buy
## 10038  NFLX          Buy
## 10039  NFLX          Buy
## 10040  NFLX          Buy
## 10041  NFLX          Buy
## 10042  NFLX          Buy
## 10043  NFLX          Buy
## 10044  NFLX          Buy
## 10045  NFLX          Buy
## 10046  NFLX          Buy
## 10047  NFLX          Buy
## 10048  NFLX          Buy
## 10049  NFLX          Buy
## 10050  NFLX          Buy
## 10051  NFLX          Buy
## 10052  NFLX          Buy
## 10053  NFLX          Buy
## 10054  NFLX          Buy
## 10055  NFLX          Buy
## 10056  NFLX          Buy
## 10057  NFLX          Buy
## 10058  NFLX          Buy
## 10059  NFLX          Buy
## 10060  NFLX          Buy
## 10061  NFLX          Buy
## 10062  NFLX          Buy
## 10063  NFLX          Buy
## 10064  NFLX          Buy
## 10065  NFLX          Buy
## 10066  NFLX          Buy
## 10067  NFLX          Buy
## 10068  NFLX          Buy
## 10069  NFLX          Buy
## 10070  NFLX          Buy
## 10071  NFLX          Buy
## 10072  NFLX          Buy
## 10073  NFLX          Buy
## 10074  NFLX          Buy
## 10075  NFLX          Buy
## 10076  NFLX          Buy
## 10077  NFLX          Buy
## 10078  NFLX          Buy
## 10079  NFLX          Buy
## 10080  NFLX          Buy
## 10081  NFLX          Buy
## 10082  NFLX          Buy
## 10083  NFLX          Buy
## 10084  NFLX          Buy
## 10085  NFLX          Buy
## 10086  NFLX          Buy
## 10087  NFLX          Buy
## 10088  NFLX          Buy
## 10089  NFLX          Buy
## 10090  NFLX          Buy
## 10091  NFLX          Buy
## 10092  NFLX          Buy
## 10093  NFLX          Buy
## 10094  NFLX          Buy
## 10095  NFLX          Buy
## 10096  NFLX          Buy
## 10097  NFLX          Buy
## 10098  NFLX          Buy
## 10099  NFLX          Buy
## 10100  NFLX          Buy
## 10101  NFLX          Buy
## 10102  NFLX          Buy
## 10103  NFLX          Buy
## 10104  NFLX          Buy
## 10105  NFLX          Buy
## 10106  NFLX          Buy
## 10107  NFLX          Buy
## 10108  NFLX          Buy
## 10109  NFLX          Buy
## 10110  NFLX          Buy
## 10111  NFLX          Buy
## 10112  NFLX          Buy
## 10113  NFLX          Buy
## 10114  NFLX          Buy
## 10115  NFLX          Buy
## 10116  NFLX          Buy
## 10117  NFLX          Buy
## 10118  NFLX          Buy
## 10119  NFLX          Buy
## 10120  NFLX          Buy
## 10121  NFLX          Buy
## 10122  NFLX          Buy
## 10123  NFLX          Buy
## 10124  NFLX          Buy
## 10125  NFLX          Buy
## 10126  NFLX          Buy
## 10127  NFLX          Buy
## 10128  NFLX          Buy
## 10129  NFLX          Buy
## 10130  NFLX          Buy
## 10131  NFLX          Buy
## 10132  NFLX          Buy
## 10133  NFLX          Buy
## 10134  NFLX          Buy
## 10135  NFLX          Buy
## 10136  NFLX          Buy
## 10137  NFLX          Buy
## 10138  NFLX          Buy
## 10139  NFLX          Buy
## 10140  NFLX          Buy
## 10141  NFLX          Buy
## 10142  NFLX          Buy
## 10143  NFLX          Buy
## 10144  NFLX          Buy
## 10145  NFLX          Buy
## 10146  NFLX          Buy
## 10147  NFLX          Buy
## 10148  NFLX          Buy
## 10149  NFLX          Buy
## 10150  NFLX          Buy
## 10151  NFLX          Buy
## 10152  NFLX          Buy
## 10153  NFLX          Buy
## 10154  NFLX          Buy
## 10155  NFLX          Buy
## 10156  NFLX          Buy
## 10157  NFLX          Buy
## 10158  NFLX          Buy
## 10159  NFLX          Buy
## 10160  NFLX          Buy
## 10161  NFLX          Buy
## 10162  NFLX          Buy
## 10163  NFLX          Buy
## 10164  NFLX          Buy
## 10165  NFLX          Buy
## 10166  NFLX          Buy
## 10167  NFLX          Buy
## 10168  NFLX          Buy
## 10169  NFLX          Buy
## 10170  NFLX          Buy
## 10171  NFLX          Buy
## 10172  NFLX          Buy
## 10173  NFLX          Buy
## 10174  NFLX          Buy
## 10175  NFLX          Buy
## 10176  NFLX          Buy
## 10177  NFLX          Buy
## 10178  NFLX          Buy
## 10179  NFLX          Buy
## 10180  NFLX          Buy
## 10181  NFLX          Buy
## 10182  NFLX          Buy
## 10183  NFLX          Buy
## 10184  NFLX          Buy
## 10185  NFLX          Buy
## 10186  NFLX          Buy
## 10187  NFLX          Buy
## 10188  NFLX          Buy
## 10189  NFLX          Buy
## 10190  NFLX          Buy
## 10191  NFLX          Buy
## 10192  NFLX          Buy
## 10193  NFLX          Buy
## 10194  NFLX          Buy
## 10195  NFLX          Buy
## 10196  NFLX          Buy
## 10197  NFLX          Buy
## 10198  NFLX          Buy
## 10199  NFLX          Buy
## 10200  NFLX          Buy
## 10201  NFLX          Buy
## 10202  NFLX          Buy
## 10203  NFLX          Buy
## 10204  NFLX          Buy
## 10205  NFLX          Buy
## 10206  NFLX          Buy
## 10207  NFLX          Buy
## 10208  NFLX          Buy
## 10209  NFLX          Buy
## 10210  NFLX          Buy
## 10211  NFLX          Buy
## 10212  NFLX          Buy
## 10213  NFLX          Buy
## 10214  NFLX          Buy
## 10215  NFLX          Buy
## 10216  NFLX          Buy
## 10217  NFLX          Buy
## 10218  NFLX          Buy
## 10219  NFLX          Buy
## 10220  NFLX          Buy
## 10221  NFLX          Buy
## 10222  NFLX          Buy
## 10223  NFLX          Buy
## 10224  NFLX          Buy
## 10225  NFLX          Buy
## 10226  NFLX          Buy
## 10227  NFLX          Buy
## 10228  NFLX          Buy
## 10229  NFLX          Buy
## 10230  NFLX          Buy
## 10231  NFLX          Buy
## 10232  NFLX          Buy
## 10233  NFLX          Buy
## 10234  NFLX          Buy
## 10235  NFLX          Buy
## 10236  NFLX          Buy
## 10237  NFLX          Buy
## 10238  NFLX          Buy
## 10239  NFLX          Buy
## 10240  NFLX          Buy
## 10241  NFLX          Buy
## 10242  NFLX          Buy
## 10243  NFLX          Buy
## 10244  NFLX          Buy
## 10245  NFLX          Buy
## 10246  NFLX          Buy
## 10247  NFLX          Buy
## 10248  NFLX          Buy
## 10249  NFLX          Buy
## 10250  NFLX          Buy
## 10251  NFLX          Buy
## 10252  NFLX          Buy
## 10253  NFLX          Buy
## 10254  NFLX          Buy
## 10255  NFLX          Buy
## 10256  NFLX          Buy
## 10257  NFLX          Buy
## 10258  NFLX          Buy
## 10259  NFLX          Buy
## 10260  NFLX          Buy
## 10261  NFLX          Buy
## 10262  NFLX          Buy
## 10263  NFLX          Buy
## 10264  NFLX          Buy
## 10265  NFLX          Buy
## 10266  NFLX          Buy
## 10267  NFLX          Buy
## 10268  NFLX          Buy
## 10269  NFLX          Buy
## 10270  NFLX          Buy
## 10271  NFLX          Buy
## 10272  NFLX          Buy
## 10273  NFLX          Buy
## 10274  NFLX          Buy
## 10275  NFLX          Buy
## 10276  NFLX          Buy
## 10277  NFLX          Buy
## 10278  NFLX          Buy
## 10279  NFLX          Buy
## 10280  NFLX          Buy
## 10281  NFLX          Buy
## 10282  NFLX          Buy
## 10283  NFLX          Buy
## 10284  NFLX          Buy
## 10285  NFLX          Buy
## 10286  NFLX          Buy
## 10287  NFLX          Buy
## 10288  NFLX          Buy
## 10289  NFLX          Buy
## 10290  NFLX          Buy
## 10291  NFLX          Buy
## 10292  NFLX          Buy
## 10293  NFLX          Buy
## 10294  NFLX          Buy
## 10295  NFLX          Buy
## 10296  NFLX          Buy
## 10297  NFLX          Buy
## 10298  NFLX          Buy
## 10299  NFLX          Buy
## 10300  NFLX          Buy
## 10301  NFLX          Buy
## 10302  NFLX          Buy
## 10303  NFLX          Buy
## 10304  NFLX          Buy
## 10305  NFLX          Buy
## 10306  NFLX          Buy
## 10307  NFLX          Buy
## 10308  NFLX          Buy
## 10309  NFLX          Buy
## 10310  NFLX          Buy
## 10311  NFLX          Buy
## 10312  NFLX          Buy
## 10313  NFLX          Buy
## 10314  NFLX          Buy
## 10315  NFLX          Buy
## 10316  NFLX          Buy
## 10317  NFLX          Buy
## 10318  NFLX          Buy
## 10319  NFLX          Buy
## 10320  NFLX          Buy
## 10321  NFLX          Buy
## 10322  NFLX          Buy
## 10323  NFLX          Buy
## 10324  NFLX          Buy
## 10325  NFLX          Buy
## 10326  NFLX          Buy
## 10327  NFLX          Buy
## 10328  NFLX          Buy
## 10329  NFLX          Buy
## 10330  NFLX          Buy
## 10331  NFLX          Buy
## 10332  NFLX          Buy
## 10333  NFLX          Buy
## 10334  NFLX          Buy
## 10335  NFLX          Buy
## 10336  NFLX          Buy
## 10337  NFLX          Buy
## 10338  NFLX          Buy
## 10339  NFLX          Buy
## 10340  NFLX          Buy
## 10341  NFLX          Buy
## 10342  NFLX          Buy
## 10343  NFLX          Buy
## 10344  NFLX          Buy
## 10345  NFLX          Buy
## 10346  NFLX          Buy
## 10347  NFLX          Buy
## 10348  NFLX          Buy
## 10349  NFLX          Buy
## 10350  NFLX          Buy
## 10351  NFLX          Buy
## 10352  NFLX          Buy
## 10353  NFLX          Buy
## 10354  NFLX          Buy
## 10355  NFLX          Buy
## 10356  NFLX          Buy
## 10357  NFLX          Buy
## 10358  NFLX          Buy
## 10359  NFLX          Buy
## 10360  NFLX          Buy
## 10361  NFLX          Buy
## 10362  NFLX          Buy
## 10363  NFLX          Buy
## 10364  NFLX          Buy
## 10365  NFLX          Buy
## 10366  NFLX          Buy
## 10367  NFLX          Buy
## 10368  NFLX          Buy
## 10369  NFLX          Buy
## 10370  NFLX          Buy
## 10371  NFLX          Buy
## 10372  NFLX          Buy
## 10373  NFLX          Buy
## 10374  NFLX          Buy
## 10375  NFLX          Buy
## 10376  NFLX          Buy
## 10377  NFLX          Buy
## 10378  NFLX          Buy
## 10379  NFLX          Buy
## 10380  NFLX          Buy
## 10381  NFLX          Buy
## 10382  NFLX          Buy
## 10383  NFLX          Buy
## 10384  NFLX          Buy
## 10385  NFLX          Buy
## 10386  NFLX          Buy
## 10387  NFLX          Buy
## 10388  NFLX          Buy
## 10389  NFLX          Buy
## 10390  NFLX          Buy
## 10391  NFLX          Buy
## 10392  NFLX          Buy
## 10393  NFLX          Buy
## 10394  NFLX          Buy
## 10395  NFLX          Buy
## 10396  NFLX          Buy
## 10397  NFLX          Buy
## 10398  NFLX          Buy
## 10399  NFLX          Buy
## 10400  NFLX          Buy
## 10401  NFLX          Buy
## 10402  NFLX          Buy
## 10403  NFLX          Buy
## 10404  NFLX          Buy
## 10405  NFLX          Buy
## 10406  NFLX          Buy
## 10407  NFLX          Buy
## 10408  NFLX          Buy
## 10409  NFLX          Buy
## 10410  NFLX          Buy
## 10411  NFLX          Buy
## 10412  NFLX          Buy
## 10413  NFLX          Buy
## 10414  NFLX          Buy
## 10415  NFLX          Buy
## 10416  NFLX          Buy
## 10417  NFLX          Buy
## 10418  NFLX          Buy
## 10419  NFLX          Buy
## 10420  NFLX          Buy
## 10421  NFLX          Buy
## 10422  NFLX          Buy
## 10423  NFLX          Buy
## 10424  NFLX          Buy
## 10425  NFLX          Buy
## 10426  NFLX          Buy
## 10427  NFLX          Buy
## 10428  NFLX          Buy
## 10429  NFLX          Buy
## 10430  NFLX          Buy
## 10431  NFLX          Buy
## 10432  NFLX          Buy
## 10433  NFLX          Buy
## 10434  NFLX          Buy
## 10435  NFLX          Buy
## 10436  NFLX          Buy
## 10437  NFLX          Buy
## 10438  NFLX          Buy
## 10439  NFLX          Buy
## 10440  NFLX          Buy
## 10441  NFLX          Buy
## 10442  NFLX          Buy
## 10443  NFLX          Buy
## 10444  NFLX          Buy
## 10445  NFLX          Buy
## 10446  NFLX          Buy
## 10447  NFLX          Buy
## 10448  NFLX          Buy
## 10449  NFLX          Buy
## 10450  NFLX          Buy
## 10451  NFLX          Buy
## 10452  NFLX          Buy
## 10453  NFLX          Buy
## 10454  NFLX          Buy
## 10455  NFLX          Buy
## 10456  NFLX          Buy
## 10457  NFLX          Buy
## 10458  NFLX          Buy
## 10459  NFLX          Buy
## 10460  NFLX          Buy
## 10461  NFLX          Buy
## 10462  NFLX          Buy
## 10463  NFLX          Buy
## 10464  NFLX          Buy
## 10465  NFLX          Buy
## 10466  NFLX          Buy
## 10467  NFLX          Buy
## 10468  NFLX          Buy
## 10469  NFLX          Buy
## 10470  NFLX          Buy
## 10471  NFLX          Buy
## 10472  NFLX          Buy
## 10473  NFLX          Buy
## 10474  NFLX          Buy
## 10475  NFLX          Buy
## 10476  NFLX          Buy
## 10477  NFLX          Buy
## 10478  NFLX          Buy
## 10479  NFLX          Buy
## 10480  NFLX          Buy
## 10481  NFLX          Buy
## 10482  NFLX          Buy
## 10483  NFLX          Buy
## 10484  NFLX          Buy
## 10485  NFLX          Buy
## 10486  NFLX          Buy
## 10487  NFLX          Buy
## 10488  NFLX          Buy
## 10489  NFLX          Buy
## 10490  NFLX          Buy
## 10491  NFLX          Buy
## 10492  NFLX          Buy
## 10493  NFLX          Buy
## 10494  NFLX          Buy
## 10495  NFLX          Buy
## 10496  NFLX          Buy
## 10497  NFLX          Buy
## 10498  NFLX          Buy
## 10499  NFLX          Buy
## 10500  NFLX          Buy
## 10501  NFLX          Buy
## 10502  NFLX          Buy
## 10503  NFLX          Buy
## 10504  NFLX          Buy
## 10505  NFLX          Buy
## 10506  NFLX          Buy
## 10507  NFLX          Buy
## 10508  NFLX          Buy
## 10509  NFLX          Buy
## 10510  NFLX          Buy
## 10511  NFLX          Buy
## 10512  NFLX          Buy
## 10513  NFLX          Buy
## 10514  NFLX          Buy
## 10515  NFLX          Buy
## 10516  NFLX          Buy
## 10517  NFLX          Buy
## 10518  NFLX          Buy
## 10519  NFLX          Buy
## 10520  NFLX          Buy
## 10521  NFLX          Buy
## 10522  NFLX          Buy
## 10523  NFLX          Buy
## 10524  NFLX          Buy
## 10525  NFLX          Buy
## 10526  NFLX          Buy
## 10527  NFLX          Buy
## 10528  NFLX          Buy
## 10529  NFLX          Buy
## 10530  NFLX          Buy
## 10531  NFLX          Buy
## 10532  NFLX          Buy
## 10533  NFLX          Buy
## 10534  NFLX          Buy
## 10535  NFLX          Buy
## 10536  NFLX          Buy
## 10537  NFLX          Buy
## 10538  NFLX          Buy
## 10539  NFLX          Buy
## 10540  NFLX          Buy
## 10541  NFLX          Buy
## 10542  NFLX          Buy
## 10543  NFLX          Buy
## 10544  NFLX          Buy
## 10545  NFLX          Buy
## 10546  NFLX          Buy
## 10547  NFLX          Buy
## 10548  NFLX          Buy
## 10549  NFLX          Buy
## 10550  NFLX          Buy
## 10551  NFLX          Buy
## 10552  NFLX          Buy
## 10553  NFLX          Buy
## 10554  NFLX          Buy
## 10555  NFLX          Buy
## 10556  NFLX          Buy
## 10557  NFLX          Buy
## 10558  NFLX          Buy
## 10559  NFLX          Buy
## 10560  NFLX          Buy
## 10561  NFLX          Buy
## 10562  NFLX          Buy
## 10563  NFLX          Buy
## 10564  NFLX          Buy
## 10565  NFLX          Buy
## 10566  NFLX          Buy
## 10567  NFLX          Buy
## 10568  NFLX          Buy
## 10569  NFLX          Buy
## 10570  NFLX          Buy
## 10571  NFLX          Buy
## 10572  NFLX          Buy
## 10573  NFLX          Buy
## 10574  NFLX          Buy
## 10575  NFLX          Buy
## 10576  NFLX          Buy
## 10577  NFLX          Buy
## 10578  NFLX          Buy
## 10579  NFLX          Buy
## 10580  NFLX          Buy
## 10581  NFLX          Buy
## 10582  NFLX          Buy
## 10583  NFLX          Buy
## 10584  NFLX          Buy
## 10585  NFLX          Buy
## 10586  NFLX          Buy
## 10587  NFLX          Buy
## 10588  NFLX          Buy
## 10589  NFLX          Buy
## 10590  NFLX          Buy
## 10591  NFLX          Buy
## 10592  NFLX          Buy
## 10593  NFLX          Buy
## 10594  NFLX          Buy
## 10595  NFLX          Buy
## 10596  NFLX          Buy
## 10597  NFLX          Buy
## 10598  NFLX          Buy
## 10599  NFLX          Buy
## 10600  NFLX          Buy
## 10601  NFLX          Buy
## 10602  NFLX          Buy
## 10603  NFLX          Buy
## 10604  NFLX          Buy
## 10605  NFLX          Buy
## 10606  NFLX          Buy
## 10607  NFLX          Buy
## 10608  NFLX          Buy
## 10609  NFLX          Buy
## 10610  NFLX          Buy
## 10611  NFLX          Buy
## 10612  NFLX          Buy
## 10613  NFLX          Buy
## 10614  NFLX          Buy
## 10615  NFLX          Buy
## 10616  NFLX          Buy
## 10617  NFLX          Buy
## 10618  NFLX          Buy
## 10619  NFLX          Buy
## 10620  NFLX          Buy
## 10621  NFLX          Buy
## 10622  NFLX          Buy
## 10623  NFLX          Buy
## 10624  NFLX          Buy
## 10625  NFLX          Buy
## 10626  NFLX          Buy
## 10627  NFLX          Buy
## 10628  NFLX          Buy
## 10629  NFLX          Buy
## 10630  NFLX          Buy
## 10631  NFLX          Buy
## 10632  NFLX          Buy
## 10633  NFLX          Buy
## 10634  NFLX          Buy
## 10635  NFLX          Buy
## 10636  NFLX          Buy
## 10637  NFLX          Buy
## 10638  NFLX          Buy
## 10639  NFLX          Buy
## 10640  NFLX          Buy
## 10641  NFLX          Buy
## 10642  NFLX          Buy
## 10643  NFLX          Buy
## 10644  NFLX          Buy
## 10645  NFLX          Buy
## 10646  NFLX          Buy
## 10647  NFLX          Buy
## 10648  NFLX          Buy
## 10649  NFLX          Buy
## 10650  NFLX          Buy
## 10651  NFLX          Buy
## 10652  NFLX          Buy
## 10653  NFLX          Buy
## 10654  NFLX          Buy
## 10655  NFLX          Buy
## 10656  NFLX          Buy
## 10657  NFLX          Buy
## 10658  NFLX          Buy
## 10659  NFLX          Buy
## 10660  NFLX          Buy
## 10661  NFLX          Buy
## 10662  NFLX          Buy
## 10663  NFLX          Buy
## 10664  NFLX          Buy
## 10665  NFLX          Buy
## 10666  NFLX          Buy
## 10667  NFLX          Buy
## 10668  NFLX          Buy
## 10669  NFLX          Buy
## 10670  NFLX          Buy
## 10671  NFLX          Buy
## 10672  NFLX          Buy
## 10673  NFLX          Buy
## 10674  NFLX          Buy
## 10675  NFLX          Buy
## 10676  NFLX          Buy
## 10677  NFLX          Buy
## 10678  NFLX          Buy
## 10679  NFLX          Buy
## 10680  NFLX          Buy
## 10681  NFLX          Buy
## 10682  NFLX          Buy
## 10683  NFLX          Buy
## 10684  NFLX          Buy
## 10685  NFLX          Buy
## 10686  NFLX          Buy
## 10687  NFLX          Buy
## 10688  NFLX          Buy
## 10689  NFLX          Buy
## 10690  NFLX          Buy
## 10691  NFLX          Buy
## 10692  NFLX          Buy
## 10693  NFLX          Buy
## 10694  NFLX          Buy
## 10695  NFLX          Buy
## 10696  NFLX          Buy
## 10697  NFLX          Buy
## 10698  NFLX          Buy
## 10699  NFLX          Buy
## 10700  NFLX          Buy
## 10701  NFLX          Buy
## 10702  NFLX          Buy
## 10703  NFLX          Buy
## 10704  NFLX          Buy
## 10705  NFLX          Buy
## 10706  NFLX          Buy
## 10707  NFLX          Buy
## 10708  NFLX          Buy
## 10709  NFLX          Buy
## 10710  NFLX          Buy
## 10711  NFLX          Buy
## 10712  NFLX          Buy
## 10713  NFLX          Buy
## 10714  NFLX          Buy
## 10715  NFLX          Buy
## 10716  NFLX          Buy
## 10717  NFLX          Buy
## 10718  NFLX          Buy
## 10719  NFLX          Buy
## 10720  NFLX          Buy
## 10721  NFLX          Buy
## 10722  NFLX          Buy
## 10723  NFLX          Buy
## 10724  NFLX          Buy
## 10725  NFLX          Buy
## 10726  NFLX          Buy
## 10727  NFLX          Buy
## 10728  NFLX          Buy
## 10729  NFLX          Buy
## 10730  NFLX          Buy
## 10731  NFLX          Buy
## 10732  NFLX          Buy
## 10733  NFLX          Buy
## 10734  NFLX          Buy
## 10735  NFLX          Buy
## 10736  NFLX          Buy
## 10737  NFLX          Buy
## 10738  NFLX          Buy
## 10739  NFLX          Buy
## 10740  NFLX          Buy
## 10741  NFLX          Buy
## 10742  NFLX          Buy
## 10743  NFLX          Buy
## 10744  NFLX          Buy
## 10745  NFLX          Buy
## 10746  NFLX          Buy
## 10747  NFLX          Buy
## 10748  NFLX          Buy
## 10749  NFLX          Buy
## 10750  NFLX          Buy
## 10751  NFLX          Buy
## 10752  NFLX          Buy
## 10753  NFLX          Buy
## 10754  NFLX          Buy
## 10755  NFLX          Buy
## 10756  NFLX          Buy
## 10757  NFLX          Buy
## 10758  NFLX          Buy
## 10759  NFLX          Buy
## 10760  NFLX          Buy
## 10761  NFLX          Buy
## 10762  NFLX          Buy
## 10763  NFLX          Buy
## 10764  NFLX          Buy
## 10765  NFLX          Buy
## 10766  NFLX          Buy
## 10767  NFLX          Buy
## 10768  NFLX          Buy
## 10769  NFLX          Buy
## 10770  NFLX          Buy
## 10771  NFLX          Buy
## 10772  NFLX          Buy
## 10773  NFLX          Buy
## 10774  NFLX          Buy
## 10775  NFLX          Buy
## 10776  NFLX          Buy
## 10777  NFLX          Buy
## 10778  NFLX          Buy
## 10779  NFLX          Buy
## 10780  NFLX          Buy
## 10781  NFLX          Buy
## 10782  NFLX          Buy
## 10783  NFLX          Buy
## 10784  NFLX          Buy
## 10785  NFLX          Buy
## 10786  NFLX          Buy
## 10787  NFLX          Buy
## 10788  NFLX          Buy
## 10789  NFLX          Buy
## 10790  NFLX          Buy
## 10791  NFLX          Buy
## 10792  NFLX          Buy
## 10793  NFLX          Buy
## 10794  NFLX          Buy
## 10795  NFLX          Buy
## 10796  NFLX          Buy
## 10797  NFLX          Buy
## 10798  NFLX          Buy
## 10799  NFLX          Buy
## 10800  NFLX          Buy
## 10801  NFLX          Buy
## 10802  NFLX          Buy
## 10803  NFLX          Buy
## 10804  NFLX          Buy
## 10805  NFLX          Buy
## 10806  NFLX          Buy
## 10807  NFLX          Buy
## 10808  NFLX          Buy
## 10809  NFLX          Buy
## 10810  NFLX          Buy
## 10811  NFLX          Buy
## 10812  NFLX          Buy
## 10813  NFLX          Buy
## 10814  NFLX          Buy
## 10815  NFLX          Buy
## 10816  NFLX          Buy
## 10817  NFLX          Buy
## 10818  NFLX          Buy
## 10819  NFLX          Buy
## 10820  NFLX          Buy
## 10821  NFLX          Buy
## 10822  NFLX          Buy
## 10823  NFLX          Buy
## 10824  NFLX          Buy
## 10825  NFLX          Buy
## 10826  NFLX          Buy
## 10827  NFLX          Buy
## 10828  NFLX          Buy
## 10829  NFLX          Buy
## 10830  NFLX          Buy
## 10831  NFLX          Buy
## 10832  NFLX          Buy
## 10833  NFLX          Buy
## 10834  NFLX          Buy
## 10835  NFLX          Buy
## 10836  NFLX          Buy
## 10837  NFLX          Buy
## 10838  NFLX          Buy
## 10839  NFLX          Buy
## 10840  NFLX          Buy
## 10841  NFLX          Buy
## 10842  NFLX          Buy
## 10843  NFLX          Buy
## 10844  NFLX          Buy
## 10845  NFLX          Buy
## 10846  NFLX          Buy
## 10847  NFLX          Buy
## 10848  NFLX          Buy
## 10849  NFLX          Buy
## 10850  NFLX          Buy
## 10851  NFLX          Buy
## 10852  NFLX          Buy
## 10853  NFLX          Buy
## 10854  NFLX          Buy
## 10855  NFLX          Buy
## 10856  NFLX          Buy
## 10857  NFLX          Buy
## 10858  NFLX          Buy
## 10859  NFLX          Buy
## 10860  NFLX          Buy
## 10861  NFLX          Buy
## 10862  NFLX          Buy
## 10863  NFLX          Buy
## 10864  NFLX          Buy
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## 10869  NFLX          Buy
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## 10871  NFLX          Buy
## 10872  NFLX          Buy
## 10873  NFLX          Buy
## 10874  NFLX          Buy
## 10875  NFLX          Buy
## 10876  NFLX          Buy
## 10877  NFLX          Buy
## 10878  NFLX          Buy
## 10879  NFLX          Buy
## 10880  NFLX          Buy
## 10881  NFLX          Buy
## 10882  NFLX          Buy
## 10883  NFLX          Buy
## 10884  NFLX          Buy
## 10885  NFLX          Buy
## 10886  NFLX          Buy
## 10887  NFLX          Buy
## 10888  NFLX          Buy
## 10889  NFLX          Buy
## 10890  NFLX          Buy
## 10891  NFLX          Buy
## 10892  NFLX          Buy
## 10893  NFLX          Buy
## 10894  NFLX          Buy
## 10895  NFLX          Buy
## 10896  NFLX          Buy
## 10897  NFLX          Buy
## 10898  NFLX          Buy
## 10899  NFLX          Buy
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## 10901  NFLX          Buy
## 10902  NFLX          Buy
## 10903  NFLX          Buy
## 10904  NFLX          Buy
## 10905  NFLX          Buy
## 10906  NFLX          Buy
## 10907  NFLX          Buy
## 10908  NFLX          Buy
## 10909  NFLX          Buy
## 10910  NFLX          Buy
## 10911  NFLX          Buy
## 10912  NFLX          Buy
## 10913  NFLX          Buy
## 10914  NFLX          Buy
## 10915  NFLX          Buy
## 10916  NFLX          Buy
## 10917  NFLX          Buy
## 10918  NFLX          Buy
## 10919  NFLX          Buy
## 10920  NFLX          Buy
## 10921  NFLX          Buy
## 10922  NFLX          Buy
## 10923  NFLX          Buy
## 10924  NFLX          Buy
## 10925  NFLX          Buy
## 10926  NFLX          Buy
## 10927  NFLX          Buy
## 10928  NFLX          Buy
## 10929  NFLX          Buy
## 10930  NFLX          Buy
## 10931  NFLX          Buy
## 10932  NFLX          Buy
## 10933  NFLX          Buy
## 10934  NFLX          Buy
## 10935  NFLX          Buy
## 10936  NFLX          Buy
## 10937  NFLX          Buy
## 10938  NFLX          Buy
## 10939  NFLX          Buy
## 10940  NFLX          Buy
## 10941  NFLX          Buy
## 10942  NFLX          Buy
## 10943  NFLX          Buy
## 10944  NFLX          Buy
## 10945  NFLX          Buy
## 10946  NFLX          Buy
## 10947  NFLX          Buy
## 10948  NFLX          Buy
## 10949  NFLX          Buy
## 10950  NFLX          Buy
## 10951  NFLX          Buy
## 10952  NFLX          Buy
## 10953  NFLX          Buy
## 10954  NFLX          Buy
## 10955  NFLX          Buy
## 10956  NFLX          Buy
## 10957  NFLX          Buy
## 10958  NFLX          Buy
## 10959  NFLX          Buy
## 10960  NFLX          Buy
## 10961  NFLX          Buy
## 10962  NFLX          Buy
## 10963  NFLX          Buy
## 10964  NFLX          Buy
## 10965  NFLX          Buy
## 10966  NFLX          Buy
## 10967  NFLX          Buy
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## 10969  NFLX          Buy
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## 10971  NFLX          Buy
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## 10973  NFLX          Buy
## 10974  NFLX          Buy
## 10975  NFLX          Buy
## 10976  NFLX          Buy
## 10977  NFLX          Buy
## 10978  NFLX          Buy
## 10979  NFLX          Buy
## 10980  NFLX          Buy
## 10981  NFLX          Buy
## 10982  NFLX          Buy
## 10983  NFLX          Buy
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## 10985  NFLX          Buy
## 10986  NFLX          Buy
## 10987  NFLX          Buy
## 10988  NFLX          Buy
## 10989  NFLX          Buy
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## 10991  NFLX          Buy
## 10992  NFLX          Buy
## 10993  NFLX          Buy
## 10994  NFLX          Buy
## 10995  NFLX          Buy
## 10996  NFLX          Buy
## 10997  NFLX          Buy
## 10998  NFLX          Buy
## 10999  NFLX          Buy
## 11000  NFLX          Buy
## 11001  NFLX          Buy
## 11002  NFLX          Buy
## 11003  NFLX          Buy
## 11004  NFLX          Buy
## 11005  NFLX          Buy
## 11006  NFLX          Buy
## 11007  NFLX          Buy
## 11008  NFLX          Buy
## 11009  NFLX          Buy
## 11010  NFLX          Buy
## 11011  NFLX          Buy
## 11012  NFLX          Buy
## 11013  NFLX          Buy
## 11014  NFLX          Buy
## 11015  NFLX          Buy
## 11016  NFLX          Buy
## 11017  NFLX          Buy
## 11018  NFLX          Buy
## 11019  NFLX          Buy
## 11020  NFLX          Buy
## 11021  NFLX          Buy
## 11022  NFLX          Buy
## 11023  NFLX          Buy
## 11024  NFLX          Buy
## 11025  NFLX          Buy
## 11026  NFLX          Buy
## 11027  NFLX          Buy
## 11028  NFLX          Buy
## 11029  NFLX          Buy
## 11030  NFLX          Buy
## 11031  NFLX          Buy
## 11032  NFLX          Buy
## 11033  NFLX          Buy
## 11034  NFLX          Buy
## 11035  NFLX          Buy
## 11036  NFLX          Buy
## 11037  NFLX          Buy
## 11038  NFLX          Buy
## 11039  NFLX          Buy
## 11040  NFLX          Buy
## 11041  NFLX          Buy
## 11042  NFLX          Buy
## 11043  NFLX          Buy
## 11044  NFLX          Buy
## 11045  NFLX          Buy
## 11046  NFLX          Buy
## 11047  NFLX          Buy
## 11048  NFLX          Buy
## 11049  NFLX          Buy
## 11050  NFLX          Buy
## 11051  NFLX          Buy
## 11052  NFLX          Buy
## 11053  NFLX          Buy
## 11054  NFLX          Buy
## 11055  NFLX          Buy
## 11056  NFLX          Buy
## 11057  NFLX          Buy
## 11058  NFLX          Buy
## 11059  NFLX          Buy
## 11060  NFLX          Buy
## 11061  NFLX          Buy
## 11062  NFLX          Buy
## 11063  NFLX          Buy
## 11064  NFLX          Buy
## 11065  NFLX          Buy
## 11066  NFLX          Buy
## 11067  NFLX          Buy
## 11068  NFLX          Buy
## 11069  NFLX          Buy
## 11070  NFLX          Buy
## 11071  NFLX          Buy
## 11072  NFLX          Buy
## 11073  NFLX          Buy
## 11074  NFLX          Buy
## 11075  NFLX          Buy
## 11076  NFLX          Buy
## 11077  NFLX          Buy
## 11078  NFLX          Buy
## 11079  NFLX          Buy
## 11080  NFLX          Buy
## 11081  NFLX          Buy
## 11082  NFLX          Buy
## 11083  NFLX          Buy
## 11084  NFLX          Buy
## 11085  NFLX          Buy
## 11086  NFLX          Buy
## 11087  NFLX          Buy
## 11088  NFLX          Buy
## 11089  NFLX          Buy
## 11090  NFLX          Buy
## 11091  NFLX          Buy
## 11092  NFLX          Buy
## 11093  NFLX          Buy
## 11094  NFLX          Buy
## 11095  NFLX          Buy
## 11096  NFLX          Buy
## 11097  NFLX          Buy
## 11098  NFLX          Buy
## 11099  NFLX          Buy
## 11100  NFLX          Buy
## 11101  NFLX          Buy
## 11102  NFLX          Buy
## 11103  NFLX          Buy
## 11104  NFLX          Buy
## 11105  NFLX          Buy
## 11106  NFLX          Buy
## 11107  NFLX          Buy
## 11108  NFLX          Buy
## 11109  NFLX          Buy
## 11110  NFLX          Buy
## 11111  NFLX          Buy
## 11112  NFLX          Buy
## 11113  NFLX          Buy
## 11114  NFLX          Buy
## 11115  NFLX          Buy
## 11116  NFLX          Buy
## 11117  NFLX          Buy
## 11118  NFLX          Buy
## 11119  NFLX          Buy
## 11120  NFLX          Buy
## 11121  NFLX          Buy
## 11122  NFLX          Buy
## 11123  NFLX          Buy
## 11124  NFLX          Buy
## 11125  NFLX          Buy
## 11126  NFLX          Buy
## 11127  NFLX          Buy
## 11128  NFLX          Buy
## 11129  NFLX          Buy
## 11130  NFLX          Buy
## 11131  NFLX          Buy
## 11132  NFLX          Buy
## 11133  NFLX          Buy
## 11134  NFLX          Buy
## 11135  NFLX          Buy
## 11136  NFLX          Buy
## 11137  NFLX          Buy
## 11138  NFLX          Buy
## 11139  NFLX          Buy
## 11140  NFLX          Buy
## 11141  NFLX          Buy
## 11142  NFLX          Buy
## 11143  NFLX          Buy
## 11144  NFLX          Buy
## 11145  NFLX          Buy
## 11146  NFLX          Buy
## 11147  NFLX          Buy
## 11148  NFLX          Buy
## 11149  NFLX          Buy
## 11150  NFLX          Buy
## 11151  NFLX          Buy
## 11152  NFLX          Buy
## 11153  NFLX          Buy
## 11154  NFLX          Buy
## 11155  NFLX          Buy
## 11156  NFLX          Buy
## 11157  NFLX          Buy
## 11158  NFLX          Buy
## 11159  NFLX          Buy
## 11160  NFLX          Buy
## 11161  NFLX          Buy
## 11162  NFLX          Buy
## 11163  NFLX          Buy
## 11164  NFLX          Buy
## 11165  NFLX          Buy
## 11166  NFLX          Buy
## 11167  NFLX          Buy
## 11168  NFLX          Buy
## 11169  NFLX          Buy
## 11170  NFLX          Buy
## 11171  NFLX          Buy
## 11172  NFLX          Buy
## 11173  NFLX          Buy
## 11174  NFLX          Buy
## 11175  NFLX          Buy
## 11176  NFLX          Buy
## 11177  NFLX          Buy
## 11178  NFLX          Buy
## 11179  NFLX          Buy
## 11180  NFLX          Buy
## 11181  NFLX          Buy
## 11182  NFLX          Buy
## 11183  NFLX          Buy
## 11184  NFLX          Buy
## 11185  NFLX          Buy
## 11186  NFLX          Buy
## 11187  NFLX          Buy
## 11188  NFLX          Buy
## 11189  NFLX          Buy
## 11190  NFLX          Buy
## 11191  NFLX          Buy
## 11192  NFLX          Buy
## 11193  NFLX          Buy
## 11194  NFLX          Buy
## 11195  NFLX          Buy
## 11196  NFLX          Buy
## 11197  NFLX          Buy
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## 11201  NFLX          Buy
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## 11203  NFLX          Buy
## 11204  NFLX          Buy
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## 11222  NFLX          Buy
## 11223  NFLX          Buy
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## 11226  NFLX          Buy
## 11227  NFLX          Buy
## 11228  NFLX          Buy
## 11229  NFLX          Buy
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## 11231  NFLX          Buy
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## 11237  NFLX          Buy
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## 11241  NFLX          Buy
## 11242  NFLX          Buy
## 11243  NFLX          Buy
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## 11246  NFLX          Buy
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## 11249  NFLX          Buy
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## 11253  NFLX          Buy
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## 11257  NFLX          Buy
## 11258  NFLX          Buy
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## 11261  NFLX          Buy
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## 11263  NFLX          Buy
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## 11273  NFLX          Buy
## 11274  NFLX          Buy
## 11275  NFLX          Buy
## 11276  NFLX          Buy
## 11277  NFLX          Buy
## 11278  NFLX          Buy
## 11279  NFLX          Buy
## 11280  NFLX          Buy
## 11281  NFLX          Buy
## 11282  NFLX          Buy
## 11283  NFLX          Buy
## 11284  NFLX          Buy
## 11285  NFLX          Buy
## 11286  NFLX          Buy
## 11287  NFLX          Buy
## 11288  NFLX          Buy
## 11289  NFLX          Buy
## 11290  NFLX          Buy
## 11291  NFLX          Buy
## 11292  NFLX          Buy
## 11293  NFLX          Buy
## 11294  NFLX          Buy
## 11295  NFLX          Buy
## 11296  NFLX          Buy
## 11297  NFLX          Buy
## 11298  NFLX          Buy
## 11299  NFLX          Buy
## 11300  NFLX          Buy
## 11301  NFLX          Buy
## 11302  NFLX          Buy
## 11303  NFLX          Buy
## 11304  NFLX          Buy
## 11305  NFLX          Buy
## 11306  NFLX          Buy
## 11307  NFLX          Buy
## 11308  NFLX          Buy
## 11309  NFLX          Buy
## 11310  NFLX          Buy
## 11311  NFLX          Buy
## 11312  NFLX          Buy
## 11313  NFLX          Buy
## 11314  NFLX          Buy
## 11315  NFLX          Buy
## 11316  NFLX          Buy
## 11317  NFLX          Buy
## 11318  NFLX          Buy
## 11319  NFLX          Buy
## 11320  NFLX          Buy
## 11321  NFLX          Buy
## 11322  NFLX          Buy
## 11323  NFLX          Buy
## 11324  NFLX          Buy
## 11325  NFLX          Buy
## 11326  NFLX          Buy
## 11327  NFLX          Buy
## 11328  NFLX          Buy
## 11329  NFLX          Buy
## 11330  NFLX          Buy
## 11331  NFLX          Buy
## 11332  NFLX          Buy
## 11333  NFLX          Buy
## 11334  NFLX          Buy
## 11335  NFLX          Buy
## 11336  NFLX          Buy
## 11337  NFLX          Buy
## 11338  NFLX          Buy
## 11339  NFLX          Buy
## 11340  NFLX          Buy
## 11341  NFLX          Buy
## 11342  NFLX          Buy
## 11343  NFLX          Buy
## 11344  NFLX          Buy
## 11345  NFLX          Buy
## 11346  NFLX          Buy
## 11347  NFLX          Buy
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## 11349  NFLX          Buy
## 11350  NFLX          Buy
## 11351  NFLX          Buy
## 11352  NFLX          Buy
## 11353  NFLX          Buy
## 11354  NFLX          Buy
## 11355  NFLX          Buy
## 11356  NFLX          Buy
## 11357  NFLX          Buy
## 11358  NFLX          Buy
## 11359  NFLX          Buy
## 11360  NFLX          Buy
## 11361  NFLX          Buy
## 11362  NFLX          Buy
## 11363  NFLX          Buy
## 11364  NFLX          Buy
## 11365  NFLX          Buy
## 11366  NFLX          Buy
## 11367  NFLX          Buy
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## 11369  NFLX          Buy
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## 11371  NFLX          Buy
## 11372  NFLX          Buy
## 11373  NFLX          Buy
## 11374  NFLX          Buy
## 11375  NFLX          Buy
## 11376  NFLX          Buy
## 11377  NFLX          Buy
## 11378  NFLX          Buy
## 11379  NFLX          Buy
## 11380  NFLX          Buy
## 11381  NFLX          Buy
## 11382  NFLX          Buy
## 11383  NFLX          Buy
## 11384  NFLX          Buy
## 11385  NFLX          Buy
## 11386  NFLX          Buy
## 11387  NFLX          Buy
## 11388  NFLX          Buy
## 11389  NFLX          Buy
## 11390  NFLX          Buy
## 11391  NFLX          Buy
## 11392  NFLX          Buy
## 11393  NFLX          Buy
## 11394  NFLX          Buy
## 11395  NFLX          Buy
## 11396  NFLX          Buy
## 11397  NFLX          Buy
## 11398  NFLX          Buy
## 11399  NFLX          Buy
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## 11401  NFLX          Buy
## 11402  NFLX          Buy
## 11403  NFLX          Buy
## 11404  NFLX          Buy
## 11405  NFLX          Buy
## 11406  NFLX          Buy
## 11407  NFLX          Buy
## 11408  NFLX          Buy
## 11409  NFLX          Buy
## 11410  NFLX          Buy
## 11411  NFLX          Buy
## 11412  NFLX          Buy
## 11413  NFLX          Buy
## 11414  NFLX          Buy
## 11415  NFLX          Buy
## 11416  NFLX          Buy
## 11417  NFLX          Buy
## 11418  NFLX          Buy
## 11419  NFLX          Buy
## 11420  NFLX          Buy
## 11421  NFLX          Buy
## 11422  NFLX          Buy
## 11423  NFLX          Buy
## 11424  NFLX          Buy
## 11425  NFLX          Buy
## 11426  NFLX          Buy
## 11427  NFLX          Buy
## 11428  NFLX          Buy
## 11429  NFLX          Buy
## 11430  NFLX          Buy
## 11431  NFLX          Buy
## 11432  NFLX          Buy
## 11433  NFLX          Buy
## 11434  NFLX          Buy
## 11435  NFLX          Buy
## 11436  NFLX          Buy
## 11437  NFLX          Buy
## 11438  NFLX          Buy
## 11439  NFLX          Buy
## 11440  NFLX          Buy
## 11441  NFLX          Buy
## 11442  NFLX          Buy
## 11443  NFLX          Buy
## 11444  NFLX          Buy
## 11445  NFLX          Buy
## 11446  NFLX          Buy
## 11447  NFLX          Buy
## 11448  NFLX          Buy
## 11449  NFLX          Buy
## 11450  NFLX          Buy
## 11451  NFLX          Buy
## 11452  NFLX          Buy
## 11453  NFLX          Buy
## 11454  NFLX          Buy
## 11455  NFLX          Buy
## 11456  NFLX          Buy
## 11457  NFLX          Buy
## 11458  NFLX          Buy
## 11459  NFLX          Buy
## 11460  NFLX          Buy
## 11461  NFLX          Buy
## 11462  NFLX          Buy
## 11463  NFLX          Buy
## 11464  NFLX          Buy
## 11465  NFLX          Buy
## 11466  NFLX          Buy
## 11467  NFLX          Buy
## 11468  NFLX          Buy
## 11469  NFLX          Buy
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## 11471  NFLX          Buy
## 11472  NFLX          Buy
## 11473  NFLX          Buy
## 11474  NFLX          Buy
## 11475  NFLX          Buy
## 11476  NFLX          Buy
## 11477  NFLX          Buy
## 11478  NFLX          Buy
## 11479  NFLX          Buy
## 11480  NFLX          Buy
## 11481  NFLX          Buy
## 11482  NFLX          Buy
## 11483  NFLX          Buy
## 11484  NFLX          Buy
## 11485  NFLX          Buy
## 11486  NFLX          Buy
## 11487  NFLX          Buy
## 11488  NFLX          Buy
## 11489  NFLX          Buy
## 11490  NFLX          Buy
## 11491  NFLX          Buy
## 11492  NFLX          Buy
## 11493  NFLX          Buy
## 11494  NFLX          Buy
## 11495  NFLX          Buy
## 11496  NFLX          Buy
## 11497  NFLX          Buy
## 11498  NFLX          Buy
## 11499  NFLX          Buy
## 11500  NFLX          Buy
## 11501  NFLX          Buy
## 11502  NFLX          Buy
## 11503  NFLX          Buy
## 11504  NFLX          Buy
## 11505  NFLX          Buy
## 11506  NFLX          Buy
## 11507  NFLX          Buy
## 11508  NFLX          Buy
## 11509  NFLX          Buy
## 11510  NFLX          Buy
## 11511  NFLX          Buy
## 11512  NFLX          Buy
## 11513  NFLX          Buy
## 11514  NFLX          Buy
## 11515  NFLX          Buy
## 11516  NFLX          Buy
## 11517  NFLX          Buy
## 11518  NFLX          Buy
## 11519  NFLX          Buy
## 11520  NFLX          Buy
## 11521  NFLX          Buy
## 11522  NFLX          Buy
## 11523  NFLX          Buy
## 11524  NFLX          Buy
## 11525  NFLX          Buy
## 11526  NFLX          Buy
## 11527  NFLX          Buy
## 11528  NFLX          Buy
## 11529  NFLX          Buy
## 11530  NFLX          Buy
## 11531  NFLX          Buy
## 11532  NFLX          Buy
## 11533  NFLX          Buy
## 11534  NFLX          Buy
## 11535  NFLX          Buy
## 11536  NFLX          Buy
## 11537  NFLX          Buy
## 11538  NFLX          Buy
## 11539  NFLX          Buy
## 11540  NFLX          Buy
## 11541  NFLX          Buy
## 11542  NFLX          Buy
## 11543  NFLX          Buy
## 11544  NFLX          Buy
## 11545  NFLX          Buy
## 11546  NFLX          Buy
## 11547  NFLX          Buy
## 11548  NFLX          Buy
## 11549  NFLX          Buy
## 11550  NFLX          Buy
## 11551  NFLX          Buy
## 11552  NFLX          Buy
## 11553  NFLX          Buy
## 11554  NFLX          Buy
## 11555  NFLX          Buy
## 11556  NFLX          Buy
## 11557  NFLX          Buy
## 11558  NFLX          Buy
## 11559  NFLX          Buy
## 11560  NFLX          Buy
## 11561  NFLX          Buy
## 11562  NFLX          Buy
## 11563  NFLX          Buy
## 11564  NFLX          Buy
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## 11567  NFLX          Buy
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## 11569  NFLX          Buy
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## 11571  NFLX          Buy
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## 11574  NFLX          Buy
## 11575  NFLX          Buy
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## 11578  NFLX          Buy
## 11579  NFLX          Buy
## 11580  NFLX          Buy
## 11581  NFLX          Buy
## 11582  NFLX          Buy
## 11583  NFLX          Buy
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## 11585  NFLX          Buy
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## 11587  NFLX          Buy
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## 11603  NFLX          Buy
## 11604  NFLX          Buy
## 11605  NFLX          Buy
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## 11611  NFLX          Buy
## 11612  NFLX          Buy
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## 11614  NFLX          Buy
## 11615  NFLX          Buy
## 11616  NFLX          Buy
## 11617  NFLX          Buy
## 11618  NFLX          Buy
## 11619  NFLX          Buy
## 11620  NFLX          Buy
## 11621  NFLX          Buy
## 11622  NFLX          Buy
## 11623  NFLX          Buy
## 11624  NFLX          Buy
## 11625  NFLX          Buy
## 11626  NFLX          Buy
## 11627  NFLX          Buy
## 11628  NFLX          Buy
## 11629  NFLX          Buy
## 11630  NFLX          Buy
## 11631  NFLX          Buy
## 11632  NFLX          Buy
## 11633  NFLX          Buy
## 11634  NFLX          Buy
## 11635  NFLX          Buy
## 11636  NFLX          Buy
## 11637  NFLX          Buy
## 11638  NFLX          Buy
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## 11640  NFLX          Buy
## 11641  NFLX          Buy
## 11642  NFLX          Buy
## 11643  NFLX          Buy
## 11644  NFLX          Buy
## 11645  NFLX          Buy
## 11646  NFLX          Buy
## 11647  NFLX          Buy
## 11648  NFLX          Buy
## 11649  NFLX          Buy
## 11650  NFLX          Buy
## 11651  NFLX          Buy
## 11652  NFLX          Buy
## 11653  NFLX          Buy
## 11654  NFLX          Buy
## 11655  NFLX          Buy
## 11656  NFLX          Buy
## 11657  NFLX          Buy
## 11658  NFLX          Buy
## 11659  NFLX          Buy
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## 11661  NFLX          Buy
## 11662  NFLX          Buy
## 11663  NFLX          Buy
## 11664  NFLX          Buy
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## 11667  NFLX          Buy
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## 11669  NFLX          Buy
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## 11671  NFLX          Buy
## 11672  NFLX          Buy
## 11673  NFLX          Buy
## 11674  NFLX          Buy
## 11675  NFLX          Buy
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## 11677  NFLX          Buy
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## 11679  NFLX          Buy
## 11680  NFLX          Buy
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## 11682  NFLX          Buy
## 11683  NFLX          Buy
## 11684  NFLX          Buy
## 11685  NFLX          Buy
## 11686  NFLX          Buy
## 11687  NFLX          Buy
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## 11693  NFLX          Buy
## 11694  NFLX          Buy
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## 11698  NFLX          Buy
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## 11703  NFLX          Buy
## 11704  NFLX          Buy
## 11705  NFLX          Buy
## 11706  NFLX          Buy
## 11707  NFLX          Buy
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## 11709  NFLX          Buy
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## 11712  NFLX          Buy
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## 11716  NFLX          Buy
## 11717  NFLX          Buy
## 11718  NFLX          Buy
## 11719  NFLX          Buy
## 11720  NFLX          Buy
## 11721  NFLX          Buy
## 11722  NFLX          Buy
## 11723  NFLX          Buy
## 11724  NFLX          Buy
## 11725  NFLX          Buy
## 11726  NFLX          Buy
## 11727  NFLX          Buy
## 11728  NFLX          Buy
## 11729  NFLX          Buy
## 11730  NFLX          Buy
## 11731  NFLX          Buy
## 11732  NFLX          Buy
## 11733  NFLX          Buy
## 11734  NFLX          Buy
## 11735  NFLX          Buy
## 11736  NFLX          Buy
## 11737  NFLX          Buy
## 11738  NFLX          Buy
## 11739  NFLX          Buy
## 11740  NFLX          Buy
## 11741  NFLX          Buy
## 11742  NFLX          Buy
## 11743  NFLX          Buy
## 11744  NFLX          Buy
## 11745  NFLX          Buy
## 11746  NFLX          Buy
## 11747  NFLX          Buy
## 11748  NFLX          Buy
## 11749  NFLX          Buy
## 11750  NFLX          Buy
## 11751  NFLX          Buy
## 11752  NFLX          Buy
## 11753  NFLX          Buy
## 11754  NFLX          Buy
## 11755  NFLX          Buy
## 11756  NFLX          Buy
## 11757  NFLX          Buy
## 11758  NFLX          Buy
## 11759  NFLX          Buy
## 11760  NFLX          Buy
## 11761  NFLX          Buy
## 11762  NFLX          Buy
## 11763  NFLX          Buy
## 11764  NFLX          Buy
## 11765  NFLX          Buy
## 11766  NFLX          Buy
## 11767  NFLX          Buy
## 11768  NFLX          Buy
## 11769  NFLX          Buy
## 11770  NFLX          Buy
## 11771  NFLX          Buy
## 11772  NFLX          Buy
## 11773  NFLX          Buy
## 11774  NFLX          Buy
## 11775  NFLX          Buy
## 11776  NFLX          Buy
## 11777  NFLX          Buy
## 11778  NFLX          Buy
## 11779  NFLX          Buy
## 11780  NFLX          Buy
## 11781  NFLX          Buy
## 11782  NFLX          Buy
## 11783  NFLX          Buy
## 11784  NFLX          Buy
## 11785  NFLX          Buy
## 11786  NFLX          Buy
## 11787  NFLX          Buy
## 11788  NFLX          Buy
## 11789  NFLX          Buy
## 11790  NFLX          Buy
## 11791  NFLX          Buy
## 11792  NFLX          Buy
## 11793  NFLX          Buy
## 11794  NFLX          Buy
## 11795  NFLX          Buy
## 11796  NFLX          Buy
## 11797  NFLX          Buy
## 11798  NFLX          Buy
## 11799  NFLX          Buy
## 11800  NFLX          Buy
## 11801  NFLX          Buy
## 11802  NFLX          Buy
## 11803  NFLX          Buy
## 11804  NFLX          Buy
## 11805  NFLX          Buy
## 11806  NFLX          Buy
## 11807  NFLX          Buy
## 11808  NFLX          Buy
## 11809  NFLX          Buy
## 11810  NFLX          Buy
## 11811  NFLX          Buy
## 11812  NFLX          Buy
## 11813  NFLX          Buy
## 11814  NFLX          Buy
## 11815  NFLX          Buy
## 11816  NFLX          Buy
## 11817  NFLX          Buy
## 11818  NFLX          Buy
## 11819  NFLX          Buy
## 11820  NFLX          Buy
## 11821  NFLX          Buy
## 11822  NFLX          Buy
## 11823  NFLX          Buy
## 11824  NFLX          Buy
## 11825  NFLX          Buy
## 11826  NFLX          Buy
## 11827  NFLX          Buy
## 11828  NFLX          Buy
## 11829  NFLX          Buy
## 11830  NFLX          Buy
## 11831  NFLX          Buy
## 11832  NFLX          Buy
## 11833  NFLX          Buy
## 11834  NFLX          Buy
## 11835  NFLX          Buy
## 11836  NFLX          Buy
## 11837  NFLX          Buy
## 11838  NFLX          Buy
## 11839  NFLX          Buy
## 11840  NFLX          Buy
## 11841  NFLX          Buy
## 11842  NFLX          Buy
## 11843  NFLX          Buy
## 11844  NFLX          Buy
## 11845  NFLX          Buy
## 11846  NFLX          Buy
## 11847  NFLX          Buy
## 11848  NFLX          Buy
## 11849  NFLX          Buy
## 11850  NFLX          Buy
## 11851  NFLX          Buy
## 11852  NFLX          Buy
## 11853  NFLX          Buy
## 11854  NFLX          Buy
## 11855  NFLX          Buy
## 11856  NFLX          Buy
## 11857  NFLX          Buy
## 11858  NFLX          Buy
## 11859  NFLX          Buy
## 11860  NFLX          Buy
## 11861  NFLX          Buy
## 11862  NFLX          Buy
## 11863  NFLX          Buy
## 11864  NFLX          Buy
## 11865  NFLX          Buy
## 11866  NFLX          Buy
## 11867  NFLX          Buy
## 11868  NFLX          Buy
## 11869  NFLX          Buy
## 11870  NFLX          Buy
## 11871  NFLX          Buy
## 11872  NFLX          Buy
## 11873  NFLX          Buy
## 11874  NFLX          Buy
## 11875  NFLX          Buy
## 11876  NFLX          Buy
## 11877  NFLX          Buy
## 11878  NFLX          Buy
## 11879  NFLX          Buy
## 11880  NFLX          Buy
## 11881  NFLX          Buy
## 11882  NFLX          Buy
## 11883  NFLX          Buy
## 11884  NFLX          Buy
## 11885  NFLX          Buy
## 11886  NFLX          Buy
## 11887  NFLX          Buy
## 11888  NFLX          Buy
## 11889  NFLX          Buy
## 11890  NFLX          Buy
## 11891  NFLX          Buy
## 11892  NFLX          Buy
## 11893  NFLX          Buy
## 11894  NFLX          Buy
## 11895  NFLX          Buy
## 11896  NFLX          Buy
## 11897  NFLX          Buy
## 11898  NFLX          Buy
## 11899  NFLX          Buy
## 11900  NFLX          Buy
## 11901  NFLX          Buy
## 11902  NFLX          Buy
## 11903  NFLX          Buy
## 11904  NFLX          Buy
## 11905  NFLX          Buy
## 11906  NFLX          Buy
## 11907  NFLX          Buy
## 11908  NFLX          Buy
## 11909  NFLX          Buy
## 11910  NFLX          Buy
## 11911  NFLX          Buy
## 11912  NFLX          Buy
## 11913  NFLX          Buy
## 11914  NFLX          Buy
## 11915  NFLX          Buy
## 11916  NFLX          Buy
## 11917  NFLX          Buy
## 11918  NFLX          Buy
## 11919  NFLX          Buy
## 11920  NFLX          Buy
## 11921  NFLX          Buy
## 11922  NFLX          Buy
## 11923  NFLX          Buy
## 11924  NFLX          Buy
## 11925  NFLX          Buy
## 11926  NFLX          Buy
## 11927  NFLX          Buy
## 11928  NFLX          Buy
## 11929  NFLX          Buy
## 11930  NFLX          Buy
## 11931  NFLX          Buy
## 11932  NFLX          Buy
## 11933  NFLX          Buy
## 11934  NFLX          Buy
## 11935  NFLX          Buy
## 11936  NFLX          Buy
## 11937  NFLX          Buy
## 11938  NFLX          Buy
## 11939  NFLX          Buy
## 11940  NFLX          Buy
## 11941  NFLX          Buy
## 11942  NFLX          Buy
## 11943  NFLX          Buy
## 11944  NFLX          Buy
## 11945  NFLX          Buy
## 11946  NFLX          Buy
## 11947  NFLX          Buy
## 11948  NFLX          Buy
## 11949  NFLX          Buy
## 11950  NFLX          Buy
## 11951  NFLX          Buy
## 11952  NFLX          Buy
## 11953  NFLX          Buy
## 11954  NFLX          Buy
## 11955  NFLX          Buy
## 11956  NFLX          Buy
## 11957  NFLX          Buy
## 11958  NFLX          Buy
## 11959  NFLX          Buy
## 11960  NFLX          Buy
## 11961  NFLX          Buy
## 11962  NFLX          Buy
## 11963  NFLX          Buy
## 11964  NFLX          Buy
## 11965  NFLX          Buy
## 11966  NFLX          Buy
## 11967  NFLX          Buy
## 11968  NFLX          Buy
## 11969  NFLX          Buy
## 11970  NFLX          Buy
## 11971  NFLX          Buy
## 11972  NFLX          Buy
## 11973  NFLX          Buy
## 11974  NFLX          Buy
## 11975  NFLX          Buy
## 11976  NFLX          Buy
## 11977  NFLX          Buy
## 11978  NFLX          Buy
## 11979  NFLX          Buy
## 11980  NFLX          Buy
## 11981  NFLX          Buy
## 11982  NFLX          Buy
## 11983  NFLX          Buy
## 11984  NFLX          Buy
## 11985  NFLX          Buy
## 11986  NFLX          Buy
## 11987  NFLX          Buy
## 11988  NFLX          Buy
## 11989  NFLX          Buy
## 11990  NFLX          Buy
## 11991  NFLX          Buy
## 11992  NFLX          Buy
## 11993  NFLX          Buy
## 11994  NFLX          Buy
## 11995  NFLX          Buy
## 11996  NFLX          Buy
## 11997  NFLX          Buy
## 11998  NFLX          Buy
## 11999  NFLX          Buy
## 12000  NFLX          Buy
## 12001  NFLX          Buy
## 12002  NFLX          Buy
## 12003  NFLX          Buy
## 12004  NFLX          Buy
## 12005  NFLX          Buy
## 12006  NFLX          Buy
## 12007  NFLX          Buy
## 12008  NFLX          Buy
## 12009  NFLX          Buy
## 12010  NFLX          Buy
## 12011  NFLX          Buy
## 12012  NFLX          Buy
## 12013  NFLX          Buy
## 12014  NFLX          Buy
## 12015  NFLX          Buy
## 12016  NFLX          Buy
## 12017  NFLX          Buy
## 12018  NFLX          Buy
## 12019  NFLX          Buy
## 12020  NFLX          Buy
## 12021  NFLX          Buy
## 12022  NFLX          Buy
## 12023  NFLX          Buy
## 12024  NFLX          Buy
## 12025  NFLX          Buy
## 12026  NFLX          Buy
## 12027  NFLX          Buy
## 12028  NFLX          Buy
## 12029  NFLX          Buy
## 12030  NFLX          Buy
## 12031  NFLX          Buy
## 12032  NFLX          Buy
## 12033  NFLX          Buy
## 12034  NFLX          Buy
## 12035  NFLX          Buy
## 12036  NFLX          Buy
## 12037  NFLX          Buy
## 12038  NFLX          Buy
## 12039  NFLX          Buy
## 12040  NFLX          Buy
## 12041  NFLX          Buy
## 12042  NFLX          Buy
## 12043  NFLX          Buy
## 12044  NFLX          Buy
## 12045  NFLX          Buy
## 12046  NFLX          Buy
## 12047  NFLX          Buy
## 12048  NFLX          Buy
## 12049  NFLX          Buy
## 12050  NFLX          Buy
## 12051  NFLX          Buy
## 12052  NFLX          Buy
## 12053  NFLX          Buy
## 12054  NFLX          Buy
## 12055  NFLX          Buy
## 12056  NFLX          Buy
## 12057  NFLX          Buy
## 12058  NFLX          Buy
## 12059  NFLX          Buy
## 12060  NFLX          Buy
## 12061  NFLX          Buy
## 12062  NFLX          Buy
## 12063  NFLX          Buy
## 12064  NFLX          Buy
## 12065  NFLX          Buy
## 12066  NFLX          Buy
## 12067  NFLX          Buy
## 12068  NFLX          Buy
## 12069  NFLX          Buy
## 12070  NFLX          Buy
## 12071  NFLX          Buy
## 12072  NFLX          Buy
## 12073  NFLX          Buy
## 12074  NFLX          Buy
## 12075  NFLX          Buy
## 12076  NFLX          Buy
## 12077  NFLX          Buy
## 12078  NFLX          Buy
## 12079  NFLX          Buy
## 12080  NFLX          Buy
## 12081  NFLX          Buy
## 12082  NFLX          Buy
## 12083  NFLX          Buy
## 12084  NFLX          Buy
## 12085  NFLX          Buy
## 12086  NFLX          Buy
## 12087  NFLX          Buy
## 12088  NFLX          Buy
## 12089  NFLX          Buy
## 12090  NFLX          Buy
## 12091  NFLX          Buy
## 12092  NFLX          Buy
## 12093  NFLX          Buy
## 12094  NFLX          Buy
## 12095  NFLX          Buy
## 12096  NFLX          Buy
## 12097  NFLX          Buy
## 12098  NFLX          Buy
## 12099  NFLX          Buy
## 12100  NFLX          Buy
## 12101  NFLX          Buy
## 12102  NFLX          Buy
## 12103  NFLX          Buy
## 12104  NFLX          Buy
## 12105  NFLX          Buy
## 12106  NFLX          Buy
## 12107  NFLX          Buy
## 12108  NFLX          Buy
## 12109  NFLX          Buy
## 12110  NFLX          Buy
## 12111  NFLX          Buy
## 12112  NFLX          Buy
## 12113  NFLX          Buy
## 12114  NFLX          Buy
## 12115  NFLX          Buy
## 12116  NFLX          Buy
## 12117  NFLX          Buy
## 12118  NFLX          Buy
## 12119  NFLX          Buy
## 12120  NFLX          Buy
## 12121  NFLX          Buy
## 12122  NFLX          Buy
## 12123  NFLX          Buy
## 12124  NFLX          Buy
## 12125  NFLX          Buy
## 12126  NFLX          Buy
## 12127  NFLX          Buy
## 12128  NFLX          Buy
## 12129  NFLX          Buy
## 12130  NFLX          Buy
## 12131  NFLX          Buy
## 12132  NFLX          Buy
## 12133  NFLX          Buy
## 12134  NFLX          Buy
## 12135  NFLX          Buy
## 12136  NFLX          Buy
## 12137  NFLX          Buy
## 12138  NFLX          Buy
## 12139  NFLX          Buy
## 12140  NFLX          Buy
## 12141  NFLX          Buy
## 12142  NFLX          Buy
## 12143  NFLX          Buy
## 12144  NFLX          Buy
## 12145  NFLX          Buy
## 12146  NFLX          Buy
## 12147  NFLX          Buy
## 12148  NFLX          Buy
## 12149  NFLX          Buy
## 12150  NFLX          Buy
## 12151  NFLX          Buy
## 12152  NFLX          Buy
## 12153  NFLX          Buy
## 12154  NFLX          Buy
## 12155  NFLX          Buy
## 12156  NFLX          Buy
## 12157  NFLX          Buy
## 12158  NFLX          Buy
## 12159  NFLX          Buy
## 12160  NFLX          Buy
## 12161  NFLX          Buy
## 12162  NFLX          Buy
## 12163  NFLX          Buy
## 12164  NFLX          Buy
## 12165  NFLX          Buy
## 12166  NFLX          Buy
## 12167  NFLX          Buy
## 12168  NFLX          Buy
## 12169  NFLX          Buy
## 12170  NFLX          Buy
## 12171  NFLX          Buy
## 12172  NFLX          Buy
## 12173  NFLX          Buy
## 12174  NFLX          Buy
## 12175  NFLX          Buy
## 12176  NFLX          Buy
## 12177  NFLX          Buy
## 12178  NFLX          Buy
## 12179  NFLX          Buy
## 12180  NFLX          Buy
## 12181  NFLX          Buy
## 12182  NFLX          Buy
## 12183  NFLX          Buy
## 12184  NFLX          Buy
## 12185  NFLX          Buy
## 12186  NFLX          Buy
## 12187  NFLX          Buy
## 12188  NFLX          Buy
## 12189  NFLX          Buy
## 12190  NFLX          Buy
## 12191  NFLX          Buy
## 12192  NFLX          Buy
## 12193  NFLX          Buy
## 12194  NFLX          Buy
## 12195  NFLX          Buy
## 12196  NFLX          Buy
## 12197  NFLX          Buy
## 12198  NFLX          Buy
## 12199  NFLX          Buy
## 12200  NFLX          Buy
## 12201  NFLX          Buy
## 12202  NFLX          Buy
## 12203  NFLX          Buy
## 12204  NFLX          Buy
## 12205  NFLX          Buy
## 12206  NFLX          Buy
## 12207  NFLX          Buy
## 12208  NFLX          Buy
## 12209  NFLX          Buy
## 12210  NFLX          Buy
## 12211  NFLX          Buy
## 12212  NFLX          Buy
## 12213  NFLX          Buy
## 12214  NFLX          Buy
## 12215  NFLX          Buy
## 12216  NFLX          Buy
## 12217  NFLX          Buy
## 12218  NFLX          Buy
## 12219  NFLX          Buy
## 12220  NFLX          Buy
## 12221  NFLX          Buy
## 12222  NFLX          Buy
## 12223  NFLX          Buy
## 12224  NFLX          Buy
## 12225  NFLX          Buy
## 12226  NFLX          Buy
## 12227  NFLX          Buy
## 12228  NFLX          Buy
## 12229  NFLX          Buy
## 12230  NFLX          Buy
## 12231  NFLX          Buy
## 12232  NFLX          Buy
## 12233  NFLX          Buy
## 12234  NFLX          Buy
## 12235  NFLX          Buy
## 12236  NFLX          Buy
## 12237  NFLX          Buy
## 12238  NFLX          Buy
## 12239  NFLX          Buy
## 12240  NFLX          Buy
## 12241  NFLX          Buy
## 12242  NFLX          Buy
## 12243  NFLX          Buy
## 12244  NFLX          Buy
## 12245  NFLX          Buy
## 12246  NFLX          Buy
## 12247  NFLX          Buy
## 12248  NFLX          Buy
## 12249  NFLX          Buy
## 12250  NFLX          Buy
## 12251  NFLX          Buy
## 12252  NFLX          Buy
## 12253  NFLX          Buy
## 12254  NFLX          Buy
## 12255  NFLX          Buy
## 12256  NFLX          Buy
## 12257  NFLX          Buy
## 12258  NFLX          Buy
## 12259  NFLX          Buy
## 12260  NFLX          Buy
## 12261  NFLX          Buy
## 12262  NFLX          Buy
## 12263  NFLX          Buy
## 12264  NFLX          Buy
## 12265  NFLX          Buy
## 12266  NFLX          Buy
## 12267  NFLX          Buy
## 12268  NFLX          Buy
## 12269  NFLX          Buy
## 12270  NFLX          Buy
## 12271  NFLX          Buy
## 12272  NFLX          Buy
## 12273  NFLX          Buy
## 12274  NFLX          Buy
## 12275  NFLX          Buy
## 12276  NFLX          Buy
## 12277  NFLX          Buy
## 12278  NFLX          Buy
## 12279  NFLX          Buy
## 12280  NFLX          Buy
## 12281  NFLX          Buy
## 12282  NFLX          Buy
## 12283  NFLX          Buy
## 12284  NFLX          Buy
## 12285  NFLX          Buy
## 12286  NFLX          Buy
## 12287  NFLX          Buy
## 12288  NFLX          Buy
## 12289  NFLX          Buy
## 12290  NFLX          Buy
## 12291  NFLX          Buy
## 12292  NFLX          Buy
## 12293  NFLX          Buy
## 12294  NFLX          Buy
## 12295  NFLX          Buy
## 12296  NFLX          Buy
## 12297  NFLX          Buy
## 12298  NFLX          Buy
## 12299  NFLX          Buy
## 12300  NFLX          Buy
## 12301  NFLX          Buy
## 12302  NFLX          Buy
## 12303  NFLX          Buy
## 12304  NFLX          Buy
## 12305  NFLX          Buy
## 12306  NFLX          Buy
## 12307  NFLX          Buy
## 12308  NFLX          Buy
## 12309  NFLX          Buy
## 12310  NFLX          Buy
## 12311  NFLX          Buy
## 12312  NFLX          Buy
## 12313  NFLX          Buy
## 12314  NFLX          Buy
## 12315  NFLX          Buy
## 12316  NFLX          Buy
## 12317  NFLX          Buy
## 12318  NFLX          Buy
## 12319  NFLX          Buy
## 12320  NFLX          Buy
## 12321  NFLX          Buy
## 12322  NFLX          Buy
## 12323  NFLX          Buy
## 12324  NFLX          Buy
## 12325  NFLX          Buy
## 12326  NFLX          Buy
## 12327  NFLX          Buy
## 12328  NFLX          Buy
## 12329  NFLX          Buy
## 12330  NFLX          Buy
## 12331  NFLX          Buy
## 12332  NFLX          Buy
## 12333  NFLX          Buy
## 12334  NFLX          Buy
## 12335  NFLX          Buy
## 12336  NFLX          Buy
## 12337  NFLX          Buy
## 12338  NFLX          Buy
## 12339  NFLX          Buy
## 12340  NFLX          Buy
## 12341  NFLX          Buy
## 12342  NFLX          Buy
## 12343  NFLX          Buy
## 12344  NFLX          Buy
## 12345  NFLX          Buy
## 12346  NFLX          Buy
## 12347  NFLX          Buy
## 12348  NFLX          Buy
## 12349  NFLX          Buy
## 12350  NFLX          Buy
## 12351  NFLX          Buy
## 12352  NFLX          Buy
## 12353  NFLX          Buy
## 12354  NFLX          Buy
## 12355  NFLX          Buy
## 12356  NFLX          Buy
## 12357  NFLX          Buy
## 12358  NFLX          Buy
## 12359  NFLX          Buy
## 12360  NFLX          Buy
## 12361  NFLX          Buy
## 12362  NFLX          Buy
## 12363  NFLX          Buy
## 12364  NFLX          Buy
## 12365  NFLX          Buy
## 12366  NFLX          Buy
## 12367  NFLX          Buy
## 12368  NFLX          Buy
## 12369  NFLX          Buy
## 12370  NFLX          Buy
## 12371  NFLX          Buy
## 12372  NFLX          Buy
## 12373  NFLX          Buy
## 12374  NFLX          Buy
## 12375  NFLX          Buy
## 12376  NFLX          Buy
## 12377  NFLX          Buy
## 12378  NFLX          Buy
## 12379  NFLX          Buy
## 12380  NFLX          Buy
## 12381  NFLX          Buy
## 12382  NFLX          Buy
## 12383  NFLX          Buy
## 12384  NFLX          Buy
## 12385  NFLX          Buy
## 12386  NFLX          Buy
## 12387  NFLX          Buy
## 12388  NFLX          Buy
## 12389  NFLX          Buy
## 12390  NFLX          Buy
## 12391  NFLX          Buy
## 12392  NFLX          Buy
## 12393  NFLX          Buy
## 12394  NFLX          Buy
## 12395  NFLX          Buy
## 12396  NFLX          Buy
## 12397  NFLX          Buy
## 12398  NFLX          Buy
## 12399  NFLX          Buy
## 12400  NFLX          Buy
## 12401  NFLX          Buy
## 12402  NFLX          Buy
## 12403  NFLX          Buy
## 12404  NFLX          Buy
## 12405  NFLX          Buy
## 12406  NFLX          Buy
## 12407  NFLX          Buy
## 12408  NFLX          Buy
## 12409  NFLX          Buy
## 12410  NFLX          Buy
## 12411  NFLX          Buy
## 12412  NFLX          Buy
## 12413  NFLX          Buy
## 12414  NFLX          Buy
## 12415  NFLX          Buy
## 12416  NFLX          Buy
## 12417  NFLX          Buy
## 12418  NFLX          Buy
## 12419  NFLX          Buy
## 12420  NFLX          Buy
## 12421  NFLX          Buy
## 12422  NFLX          Buy
## 12423  NFLX          Buy
## 12424  NFLX          Buy
## 12425  NFLX          Buy
## 12426  NFLX          Buy
## 12427  NFLX          Buy
## 12428  NFLX          Buy
## 12429  NFLX          Buy
## 12430  NFLX          Buy
## 12431  NFLX          Buy
## 12432  NFLX          Buy
## 12433  NFLX          Buy
## 12434  NFLX          Buy
## 12435  NFLX          Buy
## 12436  NFLX          Buy
## 12437  NFLX          Buy
## 12438  NFLX          Buy
## 12439  NFLX          Buy
## 12440  NFLX          Buy
## 12441  NFLX          Buy
## 12442  NFLX          Buy
## 12443  NFLX          Buy
## 12444  NFLX          Buy
## 12445  NFLX          Buy
## 12446  NFLX          Buy
## 12447  NFLX          Buy
## 12448  NFLX          Buy
## 12449  NFLX          Buy
## 12450  NFLX          Buy
## 12451  NFLX          Buy
## 12452  NFLX          Buy
## 12453  NFLX          Buy
## 12454  NFLX          Buy
## 12455  NFLX          Buy
## 12456  NFLX          Buy
## 12457  NFLX          Buy
## 12458  NFLX          Buy
## 12459  NFLX          Buy
## 12460  NFLX          Buy
## 12461  NFLX          Buy
## 12462  NFLX          Buy
## 12463  NFLX          Buy
## 12464  NFLX          Buy
## 12465  NFLX          Buy
## 12466  NFLX          Buy
## 12467  NFLX          Buy
## 12468  NFLX          Buy
## 12469  NFLX          Buy
## 12470  NFLX          Buy
## 12471  NFLX          Buy
## 12472  NFLX          Buy
## 12473  NFLX          Buy
## 12474  NFLX          Buy
## 12475  NFLX          Buy
## 12476  NFLX          Buy
## 12477  NFLX          Buy
## 12478  NFLX          Buy
## 12479  NFLX          Buy
## 12480  NFLX          Buy
## 12481  NFLX          Buy
## 12482  NFLX          Buy
## 12483  NFLX          Buy
## 12484  NFLX          Buy
## 12485  NFLX          Buy
## 12486  NFLX          Buy
## 12487  NFLX          Buy
## 12488  NFLX          Buy
## 12489  NFLX          Buy
## 12490  NFLX          Buy
## 12491  NFLX          Buy
## 12492  NFLX          Buy
## 12493  NFLX          Buy
## 12494  NFLX          Buy
## 12495  NFLX          Buy
## 12496  NFLX          Buy
## 12497  NFLX          Buy
## 12498  NFLX          Buy
## 12499  NFLX          Buy
## 12500  NFLX          Buy
## 12501  NFLX          Buy
## 12502  NFLX          Buy
## 12503  NFLX          Buy
## 12504  NFLX          Buy
## 12505  NFLX          Buy
## 12506  NFLX          Buy
## 12507  NFLX          Buy
## 12508  NFLX          Buy
## 12509  NFLX          Buy
## 12510  NFLX          Buy
## 12511  NFLX          Buy
## 12512  NFLX          Buy
## 12513  NFLX          Buy
## 12514  NFLX          Buy
## 12515  NFLX          Buy
## 12516  NFLX          Buy
## 12517  NFLX          Buy
## 12518  NFLX          Buy
## 12519  NFLX          Buy
## 12520  NFLX          Buy
## 12521  NFLX          Buy
## 12522  NFLX          Buy
## 12523  NFLX          Buy
## 12524  NFLX          Buy
## 12525  NFLX          Buy
## 12526  NFLX          Buy
## 12527  NFLX          Buy
## 12528  NFLX          Buy
## 12529  NFLX          Buy
## 12530  NFLX          Buy
## 12531  NFLX          Buy
## 12532  NFLX          Buy
## 12533  NFLX          Buy
## 12534  NFLX          Buy
## 12535  NFLX          Buy
## 12536  NFLX          Buy
## 12537  NFLX          Buy
## 12538  NFLX          Buy
## 12539  NFLX          Buy
## 12540  NFLX          Buy
## 12541  NFLX          Buy
## 12542  NFLX          Buy
## 12543  NFLX          Buy
## 12544  NFLX          Buy
## 12545  NFLX          Buy
## 12546  NFLX          Buy
## 12547  NFLX          Buy
## 12548  NFLX          Buy
## 12549  NFLX          Buy
## 12550  NFLX          Buy
## 12551  NFLX          Buy
## 12552  NFLX          Buy
## 12553  NFLX          Buy
## 12554  NFLX          Buy
## 12555  NFLX          Buy
## 12556  NFLX          Buy
## 12557  NFLX          Buy
## 12558  NFLX          Buy
## 12559  NFLX          Buy
## 12560  NFLX          Buy
## 12561  NFLX          Buy
## 12562  NFLX          Buy
## 12563  NFLX          Buy
## 12564  NFLX          Buy
## 12565  NFLX          Buy
## 12566  NFLX          Buy
## 12567  NFLX          Buy
## 12568  NFLX          Buy
## 12569  NFLX          Buy
## 12570  NFLX          Buy
## 12571  NFLX          Buy
## 12572  NFLX          Buy
## 12573  NFLX          Buy
## 12574  NFLX          Buy
## 12575  NFLX          Buy
## 12576  NFLX          Buy
## 12577  NFLX          Buy
## 12578  NFLX          Buy
## 12579  NFLX          Buy
## 12580  NFLX          Buy
## 12581  NFLX          Buy
## 12582  NFLX          Buy
## 12583  NFLX          Buy
## 12584  NFLX          Buy
## 12585  NFLX          Buy
## 12586  NFLX          Buy
## 12587  NFLX          Buy
## 12588  NFLX          Buy
## 12589  NFLX          Buy
## 12590  NFLX          Buy
## 12591  NFLX          Buy
## 12592  NFLX          Buy
## 12593  NFLX          Buy
## 12594  NFLX          Buy
## 12595  NFLX          Buy
## 12596  NFLX          Buy
## 12597  NFLX          Buy
## 12598  NFLX          Buy
## 12599  NFLX          Buy
## 12600  NFLX          Buy
## 12601  NFLX          Buy
## 12602  NFLX          Buy
## 12603  NFLX          Buy
## 12604  NFLX          Buy
## 12605  NFLX          Buy
## 12606  NFLX          Buy
## 12607  NFLX          Buy
## 12608  NFLX          Buy
## 12609  NFLX          Buy
## 12610  NFLX          Buy
## 12611  NFLX          Buy
## 12612  NFLX          Buy
## 12613  NFLX          Buy
## 12614  NFLX          Buy
## 12615  NFLX          Buy
## 12616  NFLX          Buy
## 12617  NFLX          Buy
## 12618  NFLX          Buy
## 12619  NFLX          Buy
## 12620  NFLX          Buy
## 12621  NFLX          Buy
## 12622  NFLX          Buy
## 12623  NFLX          Buy
## 12624  NFLX          Buy
## 12625  NFLX          Buy
## 12626  NFLX          Buy
## 12627  NFLX          Buy
## 12628  NFLX          Buy
## 12629  NFLX          Buy
## 12630  NFLX          Buy
## 12631  NFLX          Buy
## 12632  NFLX          Buy
## 12633  NFLX          Buy
## 12634  NFLX          Buy
## 12635  NFLX          Buy
## 12636  NFLX          Buy
## 12637  NFLX          Buy
## 12638  NFLX          Buy
## 12639  NFLX          Buy
## 12640  NFLX          Buy
## 12641  NFLX          Buy
## 12642  NFLX          Buy
## 12643  NFLX          Buy
## 12644  NFLX          Buy
## 12645  NFLX          Buy
## 12646  NFLX          Buy
## 12647  NFLX          Buy
## 12648  NFLX          Buy
## 12649  NFLX          Buy
## 12650  NFLX          Buy
## 12651  NFLX          Buy
## 12652  NFLX          Buy
## 12653  NFLX          Buy
## 12654  NFLX          Buy
## 12655  NFLX          Buy
## 12656  NFLX          Buy
## 12657  NFLX          Buy
## 12658  NFLX          Buy
## 12659  NFLX          Buy
## 12660  NFLX          Buy
## 12661  NFLX          Buy
## 12662  NFLX          Buy
## 12663  NFLX          Buy
## 12664  NFLX          Buy
## 12665  NFLX          Buy
## 12666  NFLX          Buy
## 12667  NFLX          Buy
## 12668  NFLX          Buy
## 12669  NFLX          Buy
## 12670  NFLX          Buy
## 12671  NFLX          Buy
## 12672  NFLX          Buy
## 12673  NFLX          Buy
## 12674  NFLX          Buy
## 12675  NFLX          Buy
## 12676  NFLX          Buy
## 12677  NFLX          Buy
## 12678  NFLX          Buy
## 12679  NFLX          Buy
## 12680  NFLX          Buy
## 12681  NFLX          Buy
## 12682  NFLX          Buy
## 12683  NFLX          Buy
## 12684  NFLX          Buy
## 12685  NFLX          Buy
## 12686  NFLX          Buy
## 12687  NFLX          Buy
## 12688  NFLX          Buy
## 12689  NFLX          Buy
## 12690  NFLX          Buy
## 12691  NFLX          Buy
## 12692  NFLX          Buy
## 12693  NFLX          Buy
## 12694  NFLX          Buy
## 12695  NFLX          Buy
## 12696  NFLX          Buy
## 12697  NFLX          Buy
## 12698  NFLX          Buy
## 12699  NFLX          Buy
## 12700  NFLX          Buy
## 12701  NFLX          Buy
## 12702  NFLX          Buy
## 12703  NFLX          Buy
## 12704  NFLX          Buy
## 12705  NFLX          Buy
## 12706  NFLX          Buy
## 12707  NFLX          Buy
## 12708  NFLX          Buy
## 12709  NFLX          Buy
## 12710  NFLX          Buy
## 12711  NFLX          Buy
## 12712  NFLX          Buy
## 12713  NFLX          Buy
## 12714  NFLX          Buy
## 12715  NFLX          Buy
## 12716  NFLX          Buy
## 12717  NFLX          Buy
## 12718  NFLX          Buy
## 12719  NFLX          Buy
## 12720  NFLX          Buy
## 12721  NFLX          Buy
## 12722  NFLX          Buy
## 12723  NFLX          Buy
## 12724  NFLX          Buy
## 12725  NFLX          Buy
## 12726  NFLX          Buy
## 12727  NFLX          Buy
## 12728  NFLX          Buy
## 12729  NFLX          Buy
## 12730  NFLX          Buy
## 12731  NFLX          Buy
## 12732  NFLX          Buy
## 12733  NFLX          Buy
## 12734  NFLX          Buy
## 12735  NFLX          Buy
## 12736  NFLX          Buy
## 12737  NFLX          Buy
## 12738  NFLX          Buy
## 12739  NFLX          Buy
## 12740  NFLX          Buy
## 12741  NFLX          Buy
## 12742  NFLX          Buy
## 12743  NFLX          Buy
## 12744  NFLX          Buy
## 12745  NFLX          Buy
## 12746  NFLX          Buy
## 12747  NFLX          Buy
## 12748  NFLX          Buy
## 12749  NFLX          Buy
## 12750  NFLX          Buy
## 12751  NFLX          Buy
## 12752  NFLX          Buy
## 12753  NFLX          Buy
## 12754  NFLX          Buy
## 12755  NFLX          Buy
## 12756  NFLX          Buy
## 12757  NFLX          Buy
## 12758  NFLX          Buy
## 12759  NFLX          Buy
## 12760  NFLX          Buy
## 12761  NFLX          Buy
## 12762  NFLX          Buy
## 12763  NFLX          Buy
## 12764  NFLX          Buy
## 12765  NFLX          Buy
## 12766  NFLX          Buy
## 12767  NFLX          Buy
## 12768  NFLX          Buy
## 12769  NFLX          Buy
## 12770  NFLX          Buy
## 12771  NFLX          Buy
## 12772  NFLX          Buy
## 12773  NFLX          Buy
## 12774  NFLX          Buy
## 12775  NFLX          Buy
## 12776  NFLX          Buy
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## 12778  NFLX          Buy
## 12779  NFLX          Buy
## 12780  NFLX          Buy
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## 12782  NFLX          Buy
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## 12784  NFLX          Buy
## 12785  NFLX          Buy
## 12786  NFLX          Buy
## 12787  NFLX          Buy
## 12788  NFLX          Buy
## 12789  NFLX          Buy
## 12790  NFLX          Buy
## 12791  NFLX          Buy
## 12792  NFLX          Buy
## 12793  NFLX          Buy
## 12794  NFLX          Buy
## 12795  NFLX          Buy
## 12796  NFLX          Buy
## 12797  NFLX          Buy
## 12798  NFLX          Buy
## 12799  NFLX          Buy
## 12800  NFLX          Buy
## 12801  NFLX          Buy
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## 12803  NFLX          Buy
## 12804  NFLX          Buy
## 12805  NFLX          Buy
## 12806  NFLX          Buy
## 12807  NFLX          Buy
## 12808  NFLX          Buy
## 12809  NFLX          Buy
## 12810  NFLX          Buy
## 12811  NFLX          Buy
## 12812  NFLX          Buy
## 12813  NFLX          Buy
## 12814  NFLX          Buy
## 12815  NFLX          Buy
## 12816  NFLX          Buy
## 12817  NFLX          Buy
## 12818  NFLX          Buy
## 12819  NFLX          Buy
## 12820  NFLX          Buy
## 12821  NFLX          Buy
## 12822  NFLX          Buy
## 12823  NFLX          Buy
## 12824  NFLX          Buy
## 12825  NFLX          Buy
## 12826  NFLX          Buy
## 12827  NFLX          Buy
## 12828  NFLX          Buy
## 12829  NFLX          Buy
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## 12831  NFLX          Buy
## 12832  NFLX          Buy
## 12833  NFLX          Buy
## 12834  NFLX          Buy
## 12835  NFLX          Buy
## 12836  NFLX          Buy
## 12837  NFLX          Buy
## 12838  NFLX          Buy
## 12839  NFLX          Buy
## 12840  NFLX          Buy
## 12841  NFLX          Buy
## 12842  NFLX          Buy
## 12843  NFLX          Buy
## 12844  NFLX          Buy
## 12845  NFLX          Buy
## 12846  NFLX          Buy
## 12847  NFLX          Buy
## 12848  NFLX          Buy
## 12849  NFLX          Buy
## 12850  NFLX          Buy
## 12851  NFLX          Buy
## 12852  NFLX          Buy
## 12853  NFLX          Buy
## 12854  NFLX          Buy
## 12855  NFLX          Buy
## 12856  NFLX          Buy
## 12857  NFLX          Buy
## 12858  NFLX          Buy
## 12859  NFLX          Buy
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## 12862  NFLX          Buy
## 12863  NFLX          Buy
## 12864  NFLX          Buy
## 12865  NFLX          Buy
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## 12867  NFLX          Buy
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## 12869  NFLX          Buy
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## 12872  NFLX          Buy
## 12873  NFLX          Buy
## 12874  NFLX          Buy
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## 12876  NFLX          Buy
## 12877  NFLX          Buy
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## 12879  NFLX          Buy
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## 12882  NFLX          Buy
## 12883  NFLX          Buy
## 12884  NFLX          Buy
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## 12886  NFLX          Buy
## 12887  NFLX          Buy
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## 12889  NFLX          Buy
## 12890  NFLX          Buy
## 12891  NFLX          Buy
## 12892  NFLX          Buy
## 12893  NFLX          Buy
## 12894  NFLX          Buy
## 12895  NFLX          Buy
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## 12897  NFLX          Buy
## 12898  NFLX          Buy
## 12899  NFLX          Buy
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## 12901  NFLX          Buy
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## 12903  NFLX          Buy
## 12904  NFLX          Buy
## 12905  NFLX          Buy
## 12906  NFLX          Buy
## 12907  NFLX          Buy
## 12908  NFLX          Buy
## 12909  NFLX          Buy
## 12910  NFLX          Buy
## 12911  NFLX          Buy
## 12912  NFLX          Buy
## 12913  NFLX          Buy
## 12914  NFLX          Buy
## 12915  NFLX          Buy
## 12916  NFLX          Buy
## 12917  NFLX          Buy
## 12918  NFLX          Buy
## 12919  NFLX          Buy
## 12920  NFLX          Buy
## 12921  NFLX          Buy
## 12922  NFLX          Buy
## 12923  NFLX          Buy
## 12924  NFLX          Buy
## 12925  NFLX          Buy
## 12926  NFLX          Buy
## 12927  NFLX          Buy
## 12928  NFLX          Buy
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## 12930  NFLX          Buy
## 12931  NFLX          Buy
## 12932  NFLX          Buy
## 12933  NFLX          Buy
## 12934  NFLX          Buy
## 12935  NFLX          Buy
## 12936  NFLX          Buy
## 12937  NFLX          Buy
## 12938  NFLX          Buy
## 12939  NFLX          Buy
## 12940  NFLX          Buy
## 12941  NFLX          Buy
## 12942  NFLX          Buy
## 12943  NFLX          Buy
## 12944  NFLX          Buy
## 12945  NFLX          Buy
## 12946  NFLX          Buy
## 12947  NFLX          Buy
## 12948  NFLX          Buy
## 12949  NFLX          Buy
## 12950  NFLX          Buy
## 12951  NFLX          Buy
## 12952  NFLX          Buy
## 12953  NFLX          Buy
## 12954  NFLX          Buy
## 12955  NFLX          Buy
## 12956  NFLX          Buy
## 12957  NFLX          Buy
## 12958  NFLX          Buy
## 12959  NFLX          Buy
## 12960  NFLX          Buy
## 12961  NFLX          Buy
## 12962  NFLX          Buy
## 12963  NFLX          Buy
## 12964  NFLX          Buy
## 12965  NFLX          Buy
## 12966  NFLX          Buy
## 12967  NFLX          Buy
## 12968  NFLX          Buy
## 12969  NFLX          Buy
## 12970  NFLX          Buy
## 12971  NFLX          Buy
## 12972  NFLX          Buy
## 12973  NFLX          Buy
## 12974  NFLX          Buy
## 12975  NFLX          Buy
## 12976  NFLX          Buy
## 12977  NFLX          Buy
## 12978  NFLX          Buy
## 12979  NFLX          Buy
## 12980  NFLX          Buy
## 12981  NFLX          Buy
## 12982  NFLX          Buy
## 12983  NFLX          Buy
## 12984  NFLX          Buy
## 12985  NFLX          Buy
## 12986  NFLX          Buy
## 12987  NFLX          Buy
## 12988  NFLX          Buy
## 12989  NFLX          Buy
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## 12992  NFLX          Buy
## 12993  NFLX          Buy
## 12994  NFLX          Buy
## 12995  NFLX          Buy
## 12996  NFLX          Buy
## 12997  NFLX          Buy
## 12998  NFLX          Buy
## 12999  NFLX          Buy
## 13000  NFLX          Buy
## 13001  NFLX          Buy
## 13002  NFLX          Buy
## 13003  NFLX          Buy
## 13004  NFLX          Buy
## 13005  NFLX          Buy
## 13006  NFLX          Buy
## 13007  NFLX          Buy
## 13008  NFLX          Buy
## 13009  NFLX          Buy
## 13010  NFLX          Buy
## 13011  NFLX          Buy
## 13012  NFLX          Buy
## 13013  NFLX          Buy
## 13014  NFLX          Buy
## 13015  NFLX          Buy
## 13016  NFLX          Buy
## 13017  NFLX          Buy
## 13018  NFLX          Buy
## 13019  NFLX          Buy
## 13020  NFLX          Buy
## 13021  NFLX          Buy
## 13022  NFLX          Buy
## 13023  NFLX          Buy
## 13024  NFLX          Buy
## 13025  NFLX          Buy
## 13026  NFLX          Buy
## 13027  NFLX          Buy
## 13028  NFLX          Buy
## 13029  NFLX          Buy
## 13030  NFLX          Buy
## 13031  NFLX          Buy
## 13032  NFLX          Buy
## 13033  NFLX          Buy
## 13034  NFLX          Buy
## 13035  NFLX          Buy
## 13036  NFLX          Buy
## 13037  NFLX          Buy
## 13038  NFLX          Buy
## 13039  NFLX          Buy
## 13040  NFLX          Buy
## 13041  NFLX          Buy
## 13042  NFLX          Buy
## 13043  NFLX          Buy
## 13044  NFLX          Buy
## 13045  NFLX          Buy
## 13046  NFLX          Buy
## 13047  NFLX          Buy
## 13048  NFLX          Buy
## 13049  NFLX          Buy
## 13050  NFLX          Buy
## 13051  NFLX          Buy
## 13052  NFLX          Buy
## 13053  NFLX          Buy
## 13054  NFLX          Buy
## 13055  NFLX          Buy
## 13056  NFLX          Buy
## 13057  NFLX          Buy
## 13058  NFLX          Buy
## 13059  NFLX          Buy
## 13060  NFLX          Buy
## 13061  NFLX          Buy
## 13062  NFLX          Buy
## 13063  NFLX          Buy
## 13064  NFLX          Buy
## 13065  NFLX          Buy
## 13066  NFLX          Buy
## 13067  NFLX          Buy
## 13068  NFLX          Buy
## 13069  NFLX          Buy
## 13070  NFLX          Buy
## 13071  NFLX          Buy
## 13072  NFLX          Buy
## 13073  NFLX          Buy
## 13074  NFLX          Buy
## 13075  NFLX          Buy
## 13076  NFLX          Buy
## 13077  NFLX          Buy
## 13078  NFLX          Buy
## 13079  NFLX          Buy
## 13080  NFLX          Buy
## 13081  NFLX          Buy
## 13082  NFLX          Buy
## 13083  NFLX          Buy
## 13084  NFLX          Buy
## 13085  Date         Sell
## 13086  Date         Sell
## 13087  Date         Sell
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## 13094  Date          Buy
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## 13108  Date          Buy
## 13109  Date          Buy
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## 13111  Date          Buy
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## 13113  Date          Buy
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## 13115  Date          Buy
## 13116  Date          Buy
## 13117  Date          Buy
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## 13119  Date          Buy
## 13120  Date          Buy
## 13121  Date          Buy
## 13122  Date          Buy
## 13123  Date          Buy
## 13124  Date          Buy
## 13125  Date          Buy
## 13126  Date          Buy
## 13127  Date          Buy
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## 13129  Date          Buy
## 13130  Date          Buy
## 13131  Date          Buy
## 13132  Date          Buy
## 13133  Date          Buy
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## 13139  Date          Buy
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## 13141  Date          Buy
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## 13143  Date          Buy
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## 13145  Date          Buy
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## 13147  Date          Buy
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## 13185  Date          Buy
## 13186  Date          Buy
## 13187  Date          Buy
## 13188  Date          Buy
## 13189  Date          Buy
## 13190  Date          Buy
## 13191  Date          Buy
## 13192  Date          Buy
## 13193  Date          Buy
## 13194  Date          Buy
## 13195  Date          Buy
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## 13199  Date          Buy
## 13200  Date          Buy
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## 13203  Date          Buy
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## 13205  Date          Buy
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## 13207  Date          Buy
## 13208  Date          Buy
## 13209  Date          Buy
## 13210  Date          Buy
## 13211  Date          Buy
## 13212  Date          Buy
## 13213  Date          Buy
## 13214  Date          Buy
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## 13216  Date          Buy
## 13217  Date          Buy
## 13218  Date          Buy
## 13219  Date          Buy
## 13220  Date          Buy
## 13221  Date          Buy
## 13222  Date          Buy
## 13223  Date          Buy
## 13224  Date          Buy
## 13225  Date          Buy
## 13226  Date          Buy
## 13227  Date          Buy
## 13228  Date          Buy
## 13229  Date          Buy
## 13230  Date          Buy
## 13231  Date          Buy
## 13232  Date          Buy
## 13233  Date          Buy
## 13234  Date          Buy
## 13235  Date          Buy
## 13236  Date          Buy
## 13237  Date          Buy
## 13238  Date          Buy
## 13239  Date          Buy
## 13240  Date          Buy
## 13241  Date          Buy
## 13242  Date          Buy
## 13243  Date          Buy
## 13244  Date          Buy
## 13245  Date          Buy
## 13246  Date          Buy
## 13247  Date          Buy
## 13248  Date          Buy
## 13249  Date          Buy
## 13250  Date          Buy
## 13251  Date          Buy
## 13252  Date          Buy
## 13253  Date          Buy
## 13254  Date          Buy
## 13255  Date          Buy
## 13256  Date          Buy
## 13257  Date          Buy
## 13258  Date          Buy
## 13259  Date          Buy
## 13260  Date          Buy
## 13261  Date          Buy
## 13262  Date          Buy
## 13263  Date          Buy
## 13264  Date          Buy
## 13265  Date          Buy
## 13266  Date          Buy
## 13267  Date          Buy
## 13268  Date          Buy
## 13269  Date          Buy
## 13270  Date          Buy
## 13271  Date          Buy
## 13272  Date          Buy
## 13273  Date          Buy
## 13274  Date          Buy
## 13275  Date          Buy
## 13276  Date          Buy
## 13277  Date          Buy
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## 13279  Date          Buy
## 13280  Date          Buy
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## 13282  Date          Buy
## 13283  Date          Buy
## 13284  Date          Buy
## 13285  Date          Buy
## 13286  Date          Buy
## 13287  Date          Buy
## 13288  Date          Buy
## 13289  Date          Buy
## 13290  Date          Buy
## 13291  Date          Buy
## 13292  Date          Buy
## 13293  Date          Buy
## 13294  Date          Buy
## 13295  Date          Buy
## 13296  Date          Buy
## 13297  Date          Buy
## 13298  Date          Buy
## 13299  Date          Buy
## 13300  Date          Buy
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## 13302  Date          Buy
## 13303  Date          Buy
## 13304  Date          Buy
## 13305  Date          Buy
## 13306  Date          Buy
## 13307  Date          Buy
## 13308  Date          Buy
## 13309  Date          Buy
## 13310  Date          Buy
## 13311  Date          Buy
## 13312  Date          Buy
## 13313  Date          Buy
## 13314  Date          Buy
## 13315  Date          Buy
## 13316  Date          Buy
## 13317  Date          Buy
## 13318  Date          Buy
## 13319  Date          Buy
## 13320  Date          Buy
## 13321  Date          Buy
## 13322  Date          Buy
## 13323  Date          Buy
## 13324  Date          Buy
## 13325  Date          Buy
## 13326  Date          Buy
## 13327  Date          Buy
## 13328  Date          Buy
## 13329  Date          Buy
## 13330  Date          Buy
## 13331  Date          Buy
## 13332  Date          Buy
## 13333  Date          Buy
## 13334  Date          Buy
## 13335  Date          Buy
## 13336  Date          Buy
## 13337  Date          Buy
## 13338  Date          Buy
## 13339  Date          Buy
## 13340  Date          Buy
## 13341  Date          Buy
## 13342  Date          Buy
## 13343  Date          Buy
## 13344  Date          Buy
## 13345  Date          Buy
## 13346  Date          Buy
## 13347  Date          Buy
## 13348  Date          Buy
## 13349  Date          Buy
## 13350  Date          Buy
## 13351  Date          Buy
## 13352  Date          Buy
## 13353  Date          Buy
## 13354  Date          Buy
## 13355  Date          Buy
## 13356  Date          Buy
## 13357  Date          Buy
## 13358  Date          Buy
## 13359  Date          Buy
## 13360  Date          Buy
## 13361  Date          Buy
## 13362  Date          Buy
## 13363  Date          Buy
## 13364  Date          Buy
## 13365  Date          Buy
## 13366  Date          Buy
## 13367  Date          Buy
## 13368  Date          Buy
## 13369  Date          Buy
## 13370  Date          Buy
## 13371  Date          Buy
## 13372  Date          Buy
## 13373  Date          Buy
## 13374  Date          Buy
## 13375  Date          Buy
## 13376  Date          Buy
## 13377  Date          Buy
## 13378  Date          Buy
## 13379  Date          Buy
## 13380  Date          Buy
## 13381  Date          Buy
## 13382  Date          Buy
## 13383  Date          Buy
## 13384  Date          Buy
## 13385  Date          Buy
## 13386  Date          Buy
## 13387  Date          Buy
## 13388  Date          Buy
## 13389  Date          Buy
## 13390  Date          Buy
## 13391  Date          Buy
## 13392  Date          Buy
## 13393  Date          Buy
## 13394  Date          Buy
## 13395  Date          Buy
## 13396  Date          Buy
## 13397  Date          Buy
## 13398  Date          Buy
## 13399  Date          Buy
## 13400  Date          Buy
## 13401  Date          Buy
## 13402  Date          Buy
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## 13404  Date          Buy
## 13405  Date          Buy
## 13406  Date          Buy
## 13407  Date          Buy
## 13408  Date          Buy
## 13409  Date          Buy
## 13410  Date          Buy
## 13411  Date          Buy
## 13412  Date          Buy
## 13413  Date          Buy
## 13414  Date          Buy
## 13415  Date          Buy
## 13416  Date          Buy
## 13417  Date          Buy
## 13418  Date          Buy
## 13419  Date          Buy
## 13420  Date          Buy
## 13421  Date          Buy
## 13422  Date          Buy
## 13423  Date          Buy
## 13424  Date          Buy
## 13425  Date          Buy
## 13426  Date          Buy
## 13427  Date          Buy
## 13428  Date          Buy
## 13429  Date          Buy
## 13430  Date          Buy
## 13431  Date          Buy
## 13432  Date          Buy
## 13433  Date          Buy
## 13434  Date          Buy
## 13435  Date          Buy
## 13436  Date          Buy
## 13437  Date          Buy
## 13438  Date          Buy
## 13439  Date          Buy
## 13440  Date          Buy
## 13441  Date          Buy
## 13442  Date          Buy
## 13443  Date          Buy
## 13444  Date          Buy
## 13445  Date          Buy
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## 13447  Date          Buy
## 13448  Date          Buy
## 13449  Date          Buy
## 13450  Date          Buy
## 13451  Date          Buy
## 13452  Date          Buy
## 13453  Date          Buy
## 13454  Date          Buy
## 13455  Date          Buy
## 13456  Date          Buy
## 13457  Date          Buy
## 13458  Date          Buy
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## 13462  Date          Buy
## 13463  Date          Buy
## 13464  Date          Buy
## 13465  Date          Buy
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## 13467  Date          Buy
## 13468  Date          Buy
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## 13471  Date          Buy
## 13472  Date          Buy
## 13473  Date          Buy
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## 13475  Date          Buy
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## 13477  Date          Buy
## 13478  Date          Buy
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## 13485  Date          Buy
## 13486  Date          Buy
## 13487  Date          Buy
## 13488  Date          Buy
## 13489  Date          Buy
## 13490  Date          Buy
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## 13492  Date          Buy
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## 13494  Date          Buy
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## 13499  Date          Buy
## 13500  Date          Buy
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## 13510  Date          Buy
## 13511  Date          Buy
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## 13516  Date          Buy
## 13517  Date          Buy
## 13518  Date          Buy
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## 13520  Date          Buy
## 13521  Date          Buy
## 13522  Date          Buy
## 13523  Date          Buy
## 13524  Date          Buy
## 13525  Date          Buy
## 13526  Date          Buy
## 13527  Date          Buy
## 13528  Date          Buy
## 13529  Date          Buy
## 13530  Date          Buy
## 13531  Date          Buy
## 13532  Date          Buy
## 13533  Date          Buy
## 13534  Date          Buy
## 13535  Date          Buy
## 13536  Date          Buy
## 13537  Date          Buy
## 13538  Date          Buy
## 13539  Date          Buy
## 13540  Date          Buy
## 13541  Date          Buy
## 13542  Date          Buy
## 13543  Date          Buy
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## 13545  Date          Buy
## 13546  Date          Buy
## 13547  Date          Buy
## 13548  Date          Buy
## 13549  Date          Buy
## 13550  Date          Buy
## 13551  Date          Buy
## 13552  Date          Buy
## 13553  Date          Buy
## 13554  Date          Buy
## 13555  Date          Buy
## 13556  Date          Buy
## 13557  Date          Buy
## 13558  Date          Buy
## 13559  Date          Buy
## 13560  Date          Buy
## 13561  Date          Buy
## 13562  Date          Buy
## 13563  Date          Buy
## 13564  Date          Buy
## 13565  Date          Buy
## 13566  Date          Buy
## 13567  Date          Buy
## 13568  Date          Buy
## 13569  Date          Buy
## 13570  Date          Buy
## 13571  Date          Buy
## 13572  Date          Buy
## 13573  Date          Buy
## 13574  Date          Buy
## 13575  Date          Buy
## 13576  Date          Buy
## 13577  Date          Buy
## 13578  Date          Buy
## 13579  Date          Buy
## 13580  Date          Buy
## 13581  Date          Buy
## 13582  Date          Buy
## 13583  Date          Buy
## 13584  Date          Buy
## 13585  Date          Buy
## 13586  Date          Buy
## 13587  Date          Buy
## 13588  Date          Buy
## 13589  Date          Buy
## 13590  Date          Buy
## 13591  Date          Buy
## 13592  Date          Buy
## 13593  Date          Buy
## 13594  Date          Buy
## 13595  Date          Buy
## 13596  Date          Buy
## 13597  Date          Buy
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## 14505  Date          Buy
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## 15375  Date          Buy
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## 15409  Date          Buy
## 15410  Date          Buy
## 15411  Date          Buy
## 15412  Date          Buy
## 15413  Date          Buy
## 15414  Date          Buy
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## 15416  Date          Buy
## 15417  Date          Buy
## 15418  Date          Buy
## 15419  Date          Buy
## 15420  Date          Buy
## 15421  Date          Buy
## 15422  Date          Buy
## 15423  Date          Buy
## 15424  Date          Buy
## 15425  Date          Buy
## 15426  Date          Buy
## 15427  Date          Buy
## 15428  Date          Buy
## 15429  Date          Buy
## 15430  Date          Buy
## 15431  Date          Buy
## 15432  Date          Buy
## 15433  Date          Buy
## 15434  Date          Buy
## 15435  Date          Buy
## 15436  Date          Buy
## 15437  Date          Buy
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## 15439  Date          Buy
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## 15443  Date          Buy
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## 15445  Date          Buy
## 15446  Date          Buy
## 15447  Date          Buy
## 15448  Date          Buy
## 15449  Date          Buy
## 15450  Date          Buy
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## 15455  Date          Buy
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## 15457  Date          Buy
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## 15459  Date          Buy
## 15460  Date          Buy
## 15461  Date          Buy
## 15462  Date          Buy
## 15463  Date          Buy
## 15464  Date          Buy
## 15465  Date          Buy
## 15466  Date          Buy
## 15467  Date          Buy
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## 15472  Date          Buy
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## 15474  Date          Buy
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## 15482  Date          Buy
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## 15487  Date          Buy
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## 16030  Date          Buy
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## 16033  Date          Buy
## 16034  Date          Buy
## 16035  Date          Buy
## 16036  Date          Buy
## 16037  Date          Buy
## 16038  Date          Buy
## 16039  Date          Buy
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## 16042  Date          Buy
## 16043  Date          Buy
## 16044  Date          Buy
## 16045  Date          Buy
## 16046  Date          Buy
## 16047  Date          Buy
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## 16049  Date          Buy
## 16050  Date          Buy
## 16051  Date          Buy
## 16052  Date          Buy
## 16053  Date          Buy
## 16054  Date          Buy
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## 16056  Date          Buy
## 16057  Date          Buy
## 16058  Date          Buy
## 16059  Date          Buy
## 16060  Date          Buy
## 16061  Date          Buy
## 16062  Date          Buy
## 16063  Date          Buy
## 16064  Date          Buy
## 16065  Date          Buy
## 16066  Date          Buy
## 16067  Date          Buy
## 16068  Date          Buy
## 16069  Date          Buy
## 16070  Date          Buy
## 16071  Date          Buy
## 16072  Date          Buy
## 16073  Date          Buy
## 16074  Date          Buy
## 16075  Date          Buy
## 16076  Date          Buy
## 16077  Date          Buy
## 16078  Date          Buy
## 16079  Date          Buy
## 16080  Date          Buy
## 16081  Date          Buy
## 16082  Date          Buy
## 16083  Date          Buy
## 16084  Date          Buy
## 16085  Date          Buy
## 16086  Date          Buy
## 16087  Date          Buy
## 16088  Date          Buy
## 16089  Date          Buy
## 16090  Date          Buy
## 16091  Date          Buy
## 16092  Date          Buy
## 16093  Date          Buy
## 16094  Date          Buy
## 16095  Date          Buy
## 16096  Date          Buy
## 16097  Date          Buy
## 16098  Date          Buy
## 16099  Date          Buy
## 16100  Date          Buy
## 16101  Date          Buy
## 16102  Date          Buy
## 16103  Date          Buy
## 16104  Date          Buy
## 16105  Date          Buy
## 16106  Date          Buy
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## 16108  Date          Buy
## 16109  Date          Buy
## 16110  Date          Buy
## 16111  Date          Buy
## 16112  Date          Buy
## 16113  Date          Buy
## 16114  Date          Buy
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## 16116  Date          Buy
## 16117  Date          Buy
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## 16119  Date          Buy
## 16120  Date          Buy
## 16121  Date          Buy
## 16122  Date          Buy
## 16123  Date          Buy
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## 16125  Date          Buy
## 16126  Date          Buy
## 16127  Date          Buy
## 16128  Date          Buy
## 16129  Date          Buy
## 16130  Date          Buy
## 16131  Date          Buy
## 16132  Date          Buy
## 16133  Date          Buy
## 16134  Date          Buy
## 16135  Date          Buy
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## 16139  Date          Buy
## 16140  Date          Buy
## 16141  Date          Buy
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## 16161  Date          Buy
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## 16169  Date          Buy
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## 16172  Date          Buy
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## 16185  Date          Buy
## 16186  Date          Buy
## 16187  Date          Buy
## 16188  Date          Buy
## 16189  Date          Buy
## 16190  Date          Buy
## 16191  Date          Buy
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## 16193  Date          Buy
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## 16197  Date          Buy
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## 16199  Date          Buy
## 16200  Date          Buy
## 16201  Date          Buy
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## 16205  Date          Buy
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## 16211  Date          Buy
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## 16219  Date          Buy
## 16220  Date          Buy
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## 16222  Date          Buy
## 16223  Date          Buy
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## 16226  Date          Buy
## 16227  Date          Buy
## 16228  Date          Buy
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## 16230  Date          Buy
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## 16241  Date          Buy
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## 16250  Date          Buy
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## 16259  Date          Buy
## 16260  Date          Buy
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## 16282  Date          Buy
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## 16294  Date          Buy
## 16295  Date          Buy
## 16296  Date          Buy
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## 16298  Date          Buy
## 16299  Date          Buy
## 16300  Date          Buy
## 16301  Date          Buy
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## 16303  Date          Buy
## 16304  Date          Buy
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## 16306  Date          Buy
## 16307  Date          Buy
## 16308  Date          Buy
## 16309  Date          Buy
## 16310  Date          Buy
## 16311  Date          Buy
## 16312  Date          Buy
## 16313  Date          Buy
## 16314  Date          Buy
## 16315  Date          Buy
## 16316  Date          Buy
## 16317  Date          Buy
## 16318  Date          Buy
## 16319  Date          Buy
## 16320  Date          Buy
## 16321  Date          Buy
## 16322  Date          Buy
## 16323  Date          Buy
## 16324  Date          Buy
## 16325  Date          Buy
## 16326  Date          Buy
## 16327  Date          Buy
## 16328  Date          Buy
## 16329  Date          Buy
## 16330  Date          Buy
## 16331  Date          Buy
## 16332  Date          Buy
## 16333  Date          Buy
## 16334  Date          Buy
## 16335  Date          Buy
## 16336  Date          Buy
## 16337  Date          Buy
## 16338  Date          Buy
## 16339  Date          Buy
## 16340  Date          Buy
## 16341  Date          Buy
## 16342  Date          Buy
## 16343  Date          Buy
## 16344  Date          Buy
## 16345  Date          Buy
## 16346  Date          Buy
## 16347  Date          Buy
## 16348  Date          Buy
## 16349  Date          Buy
## 16350  Date          Buy
## 16351  Date          Buy
## 16352  Date          Buy
## 16353  Date          Buy
## 16354  Date          Buy
## 16355  Date          Buy

5.2 Summary tables for action taken

The table shows the frequency of each action (“Buy”, “Sell”, “Hold”) taken for each stock. For instance, for the stock “AAPL”, the algorithm took the action “Buy” 2958 times, “Sell” 157 times, and “Hold” 156 times during the simulation. The same information is presented for the other three stocks (“AMZN”, “JNJ”, and “NFLX”).

Summary of Actions taken
Stocks
AAPL AMZN JNJ NFLX
Buy 2958 2958 2958 2958
Sell 157 157 157 157
Hold 156 156 156 156

5.3 Plot for predicted closing prices and Adjusted prices

The plots shows that the algorithm was able to predict closing prices with significant accuracy since the predicted closing prices are not deviating too much from the adjusted prices.

5.4 Performance Check

We show the performance of the predictions using mean squared error for four stocks (AAPL, AMZN, JNJ, and NFLX). For each stock, the code first predicts the prices using the Q matrices trained on the training data (2010 to 2016) and then calculates the mean squared error between the predicted prices and the actual prices in the testing data (2017 to 2022).

The mean squared error for AAPL is 161.2266, for AMZN it is 1006.65, for JNJ it is 3317.487, and for NFLX it is 91061.72. A lower mean squared error indicates better performance, therefore the predictions for AAPL are the most accurate among the four stocks.

5.5 Implementation of SARSA

The SARSA code provided is an implementation of the SARSA (State-Action-Reward-State-Action) reinforcement learning algorithm to train an agent to make buy, sell, or hold decisions for the stocks used in this project. The code is set up to train the agent on a subset of the data (2010-2016) and test the agent on the remaining data (2017-2022).

# extract closing prices from data
closing_prices <- train$close

# define state based on previous 3 closing prices
define_state <- function(closing_prices, i) {
  if (i < 4) {
    # if not enough data points yet, use the first one as the state
    state <- closing_prices[1]
  } else {
    # use previous 3 closing prices as the state
    state <- closing_prices[(i-3):i]
  }
  return(state)
}

Next, we defined the tune function that takes in a dataset, a range of values for the learning rate (alpha), discount factor (gamma), and epsilon-greedy policy (epsilon). The function uses nested loops to iterate over each combination of alpha, gamma, and epsilon values and runs the SARSA algorithm on the dataset using those hyperparameters. The function then calculates the total reward obtained by the SARSA algorithm and stores the hyperparameters and the total reward as a list in the “results” variable.

After performing the hyperparameter tuning, the optimal combination of hyperparameters that yielded the highest total reward for the SARSA algorithm were; \(\alpha= 0.8\), \(\gamma= 0.3\), and \(\epsilon =0.1\). These were associated with the highest total reward of 21069.54.

# function that extracts the hyperparameters associated with the best result and returns them as a list

tune <- function(data, alpha_range, gamma_range, epsilon_range) {
  # initialize results list
  results <- list()
  
  # loop through alpha, gamma, and epsilon values
  for (alpha in alpha_range) {
    for (gamma in gamma_range) {
      for (epsilon in epsilon_range) {
        
        # run SARSA algorithm with current hyperparameters
        trades_and_Q <- sarsa(data, alpha = alpha, gamma = gamma, epsilon = epsilon)
        
        # calculate total reward and store results
        total_reward <- sum(unlist(lapply(trades_and_Q$trades, function(x) x$reward)))
        results[[length(results)+1]] <- list(alpha = alpha, gamma = gamma, epsilon = epsilon, total_reward = total_reward)
      }
    }
  }
  
  # return hyperparameters with highest total reward
  best_result_idx <- which.max(sapply(results, function(x) x$total_reward))
  best_result <- results[[best_result_idx]]
  
  return(list(alpha = best_result$alpha, gamma = best_result$gamma, epsilon = best_result$epsilon, total_reward = best_result$total_reward))
}

We then used the combination of the best hyperparameters to train the algorithm on the train test. The figure below shows the algorithm made a higher number of buy trading actions compared to the sell actions.

To test the SARSA algorithm on the test data, we modified the sarsa function to use the learned Q-table to choose actions based on the current state instead of using the epsilon-greedy policy. Here, we removed the Q-table initialization and epsilon-greedy policy from the original sarsa function, and added an additional input parameter Q to the sarsa_test function to take in the learned Q-table. To test the SARSA algorithm on the test data, we can call the sarsa_test function with the test data and the learned Q-table as input:

The portfolio value over time represents the value of the portfolio as it changes over the period of the test data. It shows how the agent’s decisions based on the SARSA algorithm impacted the portfolio’s value. A higher portfolio value means that the agent’s decisions led to more profitable trades and a better overall outcome.

From the above results; while the code may be able to generate some predictions on the test data, it is important to keep in mind that SARSA is a model-free algorithm, meaning that it does not explicitly model the underlying dynamics of the stock market. Instead, it learns through trial and error by exploring different actions and observing the resulting rewards.

Limitation: It is difficult to make definitive predictions on the test data using this code alone. It would be more appropriate to evaluate the performance of the agent on the test data by analyzing its trades and portfolio value over time and comparing it to a benchmark such as a buy-and-hold strategy. Additionally, it would be useful to further analyze the agent’s behavior and performance by adjusting the hyperparameters (alpha, gamma, and epsilon) and potentially using alternative reinforcement learning algorithms or additional features.

5.6 Implementation of DQN

Next, we used tensorflow package in python to implement the DQN on our stock data. However, since training on the full train data set was not feasible due to computational time and memory capacity, we trained the DQN on one stock, NFLX. To reproduce the same using other stocks, all one has to do is just select the stock they want from the drop down widget created in the DQN file. We used the same train/test splits as in the previous sections.

The code in the DQN file defines a class Agent which implements a Q-learning algorithm for trading in financial markets.The __init__ method initializes the hyperparameters and the neural network architecture. act method selects an action based on the current state and get_state method returns the current state. replay method trains the Q-network. buy method buys or sells shares according to the action selected by the Q-network.

The main logic of the code is in the buy method, which takes the initial money and tries to buy and sell shares at different time steps based on the Q-network’s decisions. The actions can be to buy, sell, or do nothing. The shares are bought if the Q-network selects action 1 and if the price is less than the available initial money. The shares are sold if the Q-network selects action 2 and if there are shares in the inventory. The profit or loss is calculated based on the price at which the shares are bought and sold. The overall rewards are stored in the total profit variable.

The code also includes a neural network architecture with several hidden layers and uses the TensorFlow library for deep learning. We tested the performance of 4 different architectures, with Adam chosen as our chosen gradient descent algorithm as shown in the snip below. Results of our evaluation are presented below for our four network architectures:

The different network architectures tested

Below are the performance results for the different architectures;

The different network architectures tested


We found the best architecture to be the fourth one; the one with two neural networks, with 512 neurons in the first layer and 256 in the second layer. The metrics used to compare our models were the total gains in terms of total investment which were observed over the trading days across each 50 Episode period during training. The fourth architecture had 60.97% gains in investment during training.

Next, we tested the best network architecture on the test data.

# test the agent
states_buy_test, states_sell_test, total_gains_test, invest_test = test_agent.buy(initial_money = initial_money)

Below is a snip of how the agent was trading in the test data for the first 35 days.

Trading decisions and performance of architecture 4 in the test data



For the Netflix stocks, the figure below shows the trading decisions made by the agent in the test data.

The different network architectures tested

We observe that in the test data, the agent achieved a 14.96% gains in total investments.



6 References

1. Mishra, A., Gupta, V., Srivastava, S., Pandey, A. K., Kumar, L., & Choudhury, T. (2022). Social media role in pricing value of cryptocurrency. In Machine intelligence and data science applications: Proceedings of MIDAS 2021 (pp. 819–829). Springer.
2. Sutton, R. S., Barto, A. G., et al. (1998). Introduction to reinforcement learning. Vol. 135. MIT press Cambridge.
3. Sutton, R. S., & Barto, A. G. (2018). Reinforcement learning: An introduction. MIT press.
4. Ibarz, J., Tan, J., Finn, C., Kalakrishnan, M., Pastor, P., & Levine, S. (2021). How to train your robot with deep reinforcement learning: Lessons we have learned. The International Journal of Robotics Research, 40(4-5), 698–721.
5. Kaiser, L., Babaeizadeh, M., Milos, P., Osinski, B., Campbell, R. H., Czechowski, K., Erhan, D., Finn, C., Kozakowski, P., Levine, S., et al. (2019). Model-based reinforcement learning for atari. arXiv Preprint arXiv:1903.00374.
6. Charpentier, A., Elie, R., & Remlinger, C. (2021). Reinforcement learning in economics and finance. Computational Economics, 1–38.
7. Li, Y. (2017). Deep reinforcement learning: An overview. arXiv Preprint arXiv:1701.07274.
8. Wiering, M. A., & Van Otterlo, M. (2012). Reinforcement learning. Adaptation, Learning, and Optimization, 12(3), 729.
9. D, P. W. P. (2020). Reinforcement learning. O’Reilly Media. https://books.google.com/books?id=R9cHEAAAQBAJ
10. Watkins, C. J., & Dayan, P. (1992). Q-learning. Machine Learning, 8, 279–292.
11. Mnih, V., Kavukcuoglu, K., Silver, D., Rusu, A. A., Veness, J., Bellemare, M. G., Graves, A., Riedmiller, M., Fidjeland, A. K., Ostrovski, G., et al. (2015). Human-level control through deep reinforcement learning. Nature, 518(7540), 529–533.
12. Mao, H., Alizadeh, M., Menache, I., & Kandula, S. (2016). Resource management with deep reinforcement learning. Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 50–56.
13. Powell, W. B., & Frazier, P. (2008). Optimal learning. In State-of-the-art decision-making tools in the information-intensive age (pp. 213–246). Informs.
14. Singh, S., Jaakkola, T., Littman, M. L., & Szepesvári, C. (2000). Convergence results for single-step on-policy reinforcement-learning algorithms. Machine Learning, 38, 287–308.
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16. Chakole, J. B., Kolhe, M. S., Mahapurush, G. D., Yadav, A., & Kurhekar, M. P. (2021). A q-learning agent for automated trading in equity stock markets. Expert Systems with Applications, 163, 113761.
17. Oliveira, R. A. de, Ramos, H. S., Dalip, D. H., & Pereira, A. C. M. (2020). A tabular sarsa-based stock market agent. Proceedings of the First ACM International Conference on AI in Finance, 1–8.
18. Chen, L., & Gao, Q. (2019). Application of deep reinforcement learning on automated stock trading. 2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS), 29–33.

7 Session Info

## R version 4.2.0 (2022-04-22 ucrt)
## Platform: x86_64-w64-mingw32/x64 (64-bit)
## Running under: Windows 10 x64 (build 19045)
## 
## Matrix products: default
## 
## locale:
## [1] LC_COLLATE=English_United States.utf8 
## [2] LC_CTYPE=English_United States.utf8   
## [3] LC_MONETARY=English_United States.utf8
## [4] LC_NUMERIC=C                          
## [5] LC_TIME=English_United States.utf8    
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
##  [1] tidyquant_1.0.7             PerformanceAnalytics_2.0.4 
##  [3] lubridate_1.9.2             cowplot_1.1.1              
##  [5] knitr_1.42                  reshape2_1.4.4             
##  [7] gridExtra_2.3               fBasics_4022.94            
##  [9] htmltools_0.5.4             DT_0.27                    
## [11] dplyr_1.1.0                 ggplot2_3.4.1              
## [13] ReinforcementLearning_1.0.5 quantmod_0.4.20            
## [15] TTR_0.24.3                  xts_0.13.0                 
## [17] zoo_1.8-11                 
## 
## loaded via a namespace (and not attached):
##  [1] Rcpp_1.0.10         lattice_0.20-45     digest_0.6.31      
##  [4] utf8_1.2.3          R6_2.5.1            plyr_1.8.8         
##  [7] evaluate_0.20       httr_1.4.5          pillar_1.8.1       
## [10] rlang_1.1.0         spatial_7.3-15      curl_5.0.0         
## [13] rstudioapi_0.14     jquerylib_0.1.4     hash_2.2.6.2       
## [16] rmarkdown_2.20      stringr_1.5.0       htmlwidgets_1.6.1  
## [19] munsell_0.5.0       compiler_4.2.0      xfun_0.37          
## [22] pkgconfig_2.0.3     tidyselect_1.2.0    tibble_3.2.0       
## [25] bookdown_0.33       quadprog_1.5-8      fansi_1.0.4        
## [28] withr_2.5.0         grid_4.2.0          Quandl_2.11.0      
## [31] jsonlite_1.8.4      gtable_0.3.1        lifecycle_1.0.3    
## [34] magrittr_2.0.3      scales_1.2.1        rmdformats_1.0.4   
## [37] cli_3.6.0           stringi_1.7.12      cachem_1.0.7       
## [40] timeDate_4022.108   bslib_0.4.2         generics_0.1.3     
## [43] vctrs_0.6.0         tools_4.2.0         glue_1.6.2         
## [46] fastmap_1.1.1       yaml_2.3.7          timechange_0.2.0   
## [49] colorspace_2.1-0    timeSeries_4021.105 sass_0.4.5